diff --git a/netfix movies.ipynb b/netfix movies.ipynb index 08032a8..85356af 100644 --- a/netfix movies.ipynb +++ b/netfix movies.ipynb @@ -9,7 +9,7 @@ }, { "cell_type": "code", - "execution_count": 12, + "execution_count": 4, "metadata": {}, "outputs": [], "source": [ @@ -28346,7 +28346,7 @@ }, { "cell_type": "code", - "execution_count": 15, + "execution_count": 6, "metadata": {}, "outputs": [ { @@ -28459,7 +28459,7 @@ }, { "cell_type": "code", - "execution_count": 16, + "execution_count": 7, "metadata": {}, "outputs": [ { @@ -28570,7 +28570,7 @@ }, { "cell_type": "code", - "execution_count": 17, + "execution_count": 39, "metadata": {}, "outputs": [ { @@ -29062,7 +29062,7 @@ }, { "cell_type": "code", - "execution_count": 18, + "execution_count": 8, "metadata": {}, "outputs": [ { @@ -29129,7 +29129,7 @@ }, { "cell_type": "code", - "execution_count": 20, + "execution_count": 42, "metadata": {}, "outputs": [ { @@ -29147,7 +29147,7 @@ "Trying features [3] TEST NDCG@10=0.8754 after cost 0.8754\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", - "Trying features [4] TEST NDCG@10=0.5022 after cost 0.5022\n", + "Trying features [4] TEST NDCG@10=0.8754 after cost 0.8754\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", "Trying features [5] TEST NDCG@10=0.7247 after cost 0.7247\n", @@ -29165,7 +29165,7 @@ "Trying features [1, 3] TEST NDCG@10=0.8737 after cost 0.856226\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", - "Trying features [1, 4] TEST NDCG@10=0.8057 after cost 0.789586\n", + "Trying features [1, 4] TEST NDCG@10=0.8737 after cost 0.856226\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", "Trying features [1, 5] TEST NDCG@10=0.8597 after cost 0.842506\n", @@ -29180,7 +29180,7 @@ "Trying features [2, 3] TEST NDCG@10=0.8754 after cost 0.857892\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", - "Trying features [2, 4] TEST NDCG@10=0.5979 after cost 0.585942\n", + "Trying features [2, 4] TEST NDCG@10=0.8754 after cost 0.857892\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", "Trying features [2, 5] TEST NDCG@10=0.8498 after cost 0.832804\n", @@ -29192,7 +29192,7 @@ "Trying features [2, 7] TEST NDCG@10=0.5268 after cost 0.5162640000000001\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", - "Trying features [3, 4] TEST NDCG@10=0.8693 after cost 0.851914\n", + "Trying features [3, 4] TEST NDCG@10=0.8754 after cost 0.857892\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", "Trying features [3, 5] TEST NDCG@10=0.8822 after cost 0.864556\n", @@ -29204,13 +29204,13 @@ "Trying features [3, 7] TEST NDCG@10=0.8778 after cost 0.860244\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", - "Trying features [4, 5] TEST NDCG@10=0.4874 after cost 0.47765199999999997\n", + "Trying features [4, 5] TEST NDCG@10=0.8822 after cost 0.864556\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", - "Trying features [4, 6] TEST NDCG@10=0.8286 after cost 0.812028\n", + "Trying features [4, 6] TEST NDCG@10=0.8959 after cost 0.877982\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", - "Trying features [4, 7] TEST NDCG@10=0.4166 after cost 0.408268\n", + "Trying features [4, 7] TEST NDCG@10=0.8778 after cost 0.860244\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", "Trying features [5, 6] TEST NDCG@10=0.7694 after cost 0.7540119999999999\n", @@ -29225,7 +29225,7 @@ "Trying features [1, 2, 3] TEST NDCG@10=0.8737 after cost 0.83910148\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", - "Trying features [1, 2, 4] TEST NDCG@10=0.7967 after cost 0.7651506799999999\n", + "Trying features [1, 2, 4] TEST NDCG@10=0.8737 after cost 0.83910148\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", "Trying features [1, 2, 5] TEST NDCG@10=0.863 after cost 0.8288251999999999\n", @@ -29243,7 +29243,7 @@ "Trying features [1, 2, 7] TEST NDCG@10=0.7955 after cost 0.7639982\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", - "Trying features [1, 3, 4] TEST NDCG@10=0.9011 after cost 0.86541644\n", + "Trying features [1, 3, 4] TEST NDCG@10=0.8737 after cost 0.83910148\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", "Trying features [1, 3, 5] TEST NDCG@10=0.8822 after cost 0.8472648799999999\n", @@ -29255,13 +29255,13 @@ "Trying features [1, 3, 7] TEST NDCG@10=0.8756 after cost 0.8409262399999999\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", - "Trying features [1, 4, 5] TEST NDCG@10=0.8321 after cost 0.7991488399999999\n", + "Trying features [1, 4, 5] TEST NDCG@10=0.8822 after cost 0.8472648799999999\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", - "Trying features [1, 4, 6] TEST NDCG@10=0.8822 after cost 0.8472648799999999\n", + "Trying features [1, 4, 6] TEST NDCG@10=0.879 after cost 0.8441915999999999\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", - "Trying features [1, 4, 7] TEST NDCG@10=0.8098 after cost 0.7777319199999999\n", + "Trying features [1, 4, 7] TEST NDCG@10=0.8756 after cost 0.8409262399999999\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", "Trying features [1, 5, 6] TEST NDCG@10=0.8777 after cost 0.84294308\n", @@ -29273,7 +29273,7 @@ "Trying features [1, 6, 7] TEST NDCG@10=0.8282 after cost 0.7954032799999999\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", - "Trying features [2, 3, 4] TEST NDCG@10=0.8693 after cost 0.8348757199999999\n", + "Trying features [2, 3, 4] TEST NDCG@10=0.8754 after cost 0.8407341599999999\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", "Trying features [2, 3, 5] TEST NDCG@10=0.8822 after cost 0.8472648799999999\n", @@ -29285,13 +29285,13 @@ "Trying features [2, 3, 7] TEST NDCG@10=0.8778 after cost 0.8430391199999999\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", - "Trying features [2, 4, 5] TEST NDCG@10=0.6083 after cost 0.5842113199999999\n", + "Trying features [2, 4, 5] TEST NDCG@10=0.8822 after cost 0.8472648799999999\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", - "Trying features [2, 4, 6] TEST NDCG@10=0.8016 after cost 0.7698566399999999\n", + "Trying features [2, 4, 6] TEST NDCG@10=0.8959 after cost 0.8604223599999999\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", - "Trying features [2, 4, 7] TEST NDCG@10=0.5786 after cost 0.5556874399999999\n", + "Trying features [2, 4, 7] TEST NDCG@10=0.8778 after cost 0.8430391199999999\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", "Trying features [2, 5, 6] TEST NDCG@10=0.8065 after cost 0.7745625999999999\n", @@ -29303,13 +29303,13 @@ "Trying features [2, 6, 7] TEST NDCG@10=0.8102 after cost 0.77811608\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", - "Trying features [3, 4, 5] TEST NDCG@10=0.854 after cost 0.8201816\n", + "Trying features [3, 4, 5] TEST NDCG@10=0.8822 after cost 0.8472648799999999\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", - "Trying features [3, 4, 6] TEST NDCG@10=0.889 after cost 0.8537956\n", + "Trying features [3, 4, 6] TEST NDCG@10=0.8959 after cost 0.8604223599999999\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", - "Trying features [3, 4, 7] TEST NDCG@10=0.8815 after cost 0.8465925999999999\n", + "Trying features [3, 4, 7] TEST NDCG@10=0.8778 after cost 0.8430391199999999\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", "Trying features [3, 5, 6] TEST NDCG@10=0.8813 after cost 0.8464005199999999\n", @@ -29321,19 +29321,16 @@ "Trying features [3, 6, 7] TEST NDCG@10=0.8753 after cost 0.8406381199999999\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", - "Trying features [4, 5, 6] TEST NDCG@10=0.8144 after cost 0.7821497599999999\n", + "Trying features [4, 5, 6] TEST NDCG@10=0.8813 after cost 0.8464005199999999\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", - "Trying features [4, 5, 7] TEST NDCG@10=0.3601 after cost 0.34584003999999996\n", + "Trying features [4, 5, 7] TEST NDCG@10=0.8657 after cost 0.83141828\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", - "Trying features [4, 6, 7] TEST NDCG@10=0.8208 after cost 0.7882963199999999\n", + "Trying features [4, 6, 7] TEST NDCG@10=0.8753 after cost 0.8406381199999999\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", "Trying features [5, 6, 7] TEST NDCG@10=0.798 after cost 0.7663992\n", - "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", - "DONE\n", - "Trying features [1, 2, 3, 4] TEST NDCG@10=0.9011 after cost 0.8481081112\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n" ] }, @@ -29341,6 +29338,9 @@ "name": "stdout", "output_type": "stream", "text": [ + "DONE\n", + "Trying features [1, 2, 3, 4] TEST NDCG@10=0.8737 after cost 0.8223194504\n", + "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", "Trying features [1, 2, 3, 5] TEST NDCG@10=0.8822 after cost 0.8303195823999999\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", @@ -29351,13 +29351,13 @@ "Trying features [1, 2, 3, 7] TEST NDCG@10=0.8756 after cost 0.8241077151999999\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", - "Trying features [1, 2, 4, 5] TEST NDCG@10=0.8296 after cost 0.7808128832\n", + "Trying features [1, 2, 4, 5] TEST NDCG@10=0.8822 after cost 0.8303195823999999\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", - "Trying features [1, 2, 4, 6] TEST NDCG@10=0.8822 after cost 0.8303195823999999\n", + "Trying features [1, 2, 4, 6] TEST NDCG@10=0.879 after cost 0.8273077679999999\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", - "Trying features [1, 2, 4, 7] TEST NDCG@10=0.8054 after cost 0.7580360368\n", + "Trying features [1, 2, 4, 7] TEST NDCG@10=0.8756 after cost 0.8241077151999999\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", "Trying features [1, 2, 5, 6] TEST NDCG@10=0.8838 after cost 0.8318254895999999\n", @@ -29369,13 +29369,13 @@ "Trying features [1, 2, 6, 7] TEST NDCG@10=0.8447 after cost 0.7950248823999999\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", - "Trying features [1, 3, 4, 5] TEST NDCG@10=0.907 after cost 0.8536611439999999\n", + "Trying features [1, 3, 4, 5] TEST NDCG@10=0.8822 after cost 0.8303195823999999\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", - "Trying features [1, 3, 4, 6] TEST NDCG@10=0.9022 after cost 0.8491434224\n", + "Trying features [1, 3, 4, 6] TEST NDCG@10=0.879 after cost 0.8273077679999999\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", - "Trying features [1, 3, 4, 7] TEST NDCG@10=0.9119 after cost 0.8582729847999999\n", + "Trying features [1, 3, 4, 7] TEST NDCG@10=0.8756 after cost 0.8241077151999999\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", "Trying features [1, 3, 5, 6] TEST NDCG@10=0.8876 after cost 0.8354020191999999\n", @@ -29387,25 +29387,25 @@ "Trying features [1, 3, 6, 7] TEST NDCG@10=0.8747 after cost 0.8232606424\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", - "Trying features [1, 4, 5, 6] TEST NDCG@10=0.8826 after cost 0.8306960592\n", + "Trying features [1, 4, 5, 6] TEST NDCG@10=0.8876 after cost 0.8354020191999999\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", - "Trying features [1, 4, 5, 7] TEST NDCG@10=0.8222 after cost 0.7738480623999999\n", + "Trying features [1, 4, 5, 7] TEST NDCG@10=0.8644 after cost 0.8135663647999999\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", - "Trying features [1, 4, 6, 7] TEST NDCG@10=0.8953 after cost 0.8426491975999999\n", + "Trying features [1, 4, 6, 7] TEST NDCG@10=0.8747 after cost 0.8232606424\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", "Trying features [1, 5, 6, 7] TEST NDCG@10=0.8504 after cost 0.8003896768\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", - "Trying features [2, 3, 4, 5] TEST NDCG@10=0.854 after cost 0.8037779679999999\n", + "Trying features [2, 3, 4, 5] TEST NDCG@10=0.8822 after cost 0.8303195823999999\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", - "Trying features [2, 3, 4, 6] TEST NDCG@10=0.889 after cost 0.836719688\n", + "Trying features [2, 3, 4, 6] TEST NDCG@10=0.8959 after cost 0.8432139127999999\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", - "Trying features [2, 3, 4, 7] TEST NDCG@10=0.8815 after cost 0.8296607479999999\n", + "Trying features [2, 3, 4, 7] TEST NDCG@10=0.8778 after cost 0.8261783375999999\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", "Trying features [2, 3, 5, 6] TEST NDCG@10=0.8813 after cost 0.8294725095999999\n", @@ -29417,22 +29417,19 @@ "Trying features [2, 3, 6, 7] TEST NDCG@10=0.8753 after cost 0.8238253575999999\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", - "Trying features [2, 4, 5, 6] TEST NDCG@10=0.7876 after cost 0.7412828191999999\n", + "Trying features [2, 4, 5, 6] TEST NDCG@10=0.8813 after cost 0.8294725095999999\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", - "Trying features [2, 4, 5, 7] TEST NDCG@10=0.6095 after cost 0.573656524\n", + "Trying features [2, 4, 5, 7] TEST NDCG@10=0.8657 after cost 0.8147899143999999\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", - "Trying features [2, 4, 6, 7] TEST NDCG@10=0.8212 after cost 0.7729068704\n", + "Trying features [2, 4, 6, 7] TEST NDCG@10=0.8753 after cost 0.8238253575999999\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", "Trying features [2, 5, 6, 7] TEST NDCG@10=0.8167 after cost 0.7686715063999999\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", - "Trying features [3, 4, 5, 6] TEST NDCG@10=0.8849 after cost 0.8328608007999999\n", - "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", - "DONE\n", - "Trying features [3, 4, 5, 7] TEST NDCG@10=0.8877 after cost 0.8354961383999999\n", + "Trying features [3, 4, 5, 6] TEST NDCG@10=0.8813 after cost 0.8294725095999999\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n" ] }, @@ -29441,22 +29438,25 @@ "output_type": "stream", "text": [ "DONE\n", - "Trying features [3, 4, 6, 7] TEST NDCG@10=0.8605 after cost 0.809895716\n", + "Trying features [3, 4, 5, 7] TEST NDCG@10=0.8657 after cost 0.8147899143999999\n", + "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", + "DONE\n", + "Trying features [3, 4, 6, 7] TEST NDCG@10=0.8753 after cost 0.8238253575999999\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", "Trying features [3, 5, 6, 7] TEST NDCG@10=0.8503 after cost 0.8002955575999999\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", - "Trying features [4, 5, 6, 7] TEST NDCG@10=0.7956 after cost 0.7488123551999999\n", + "Trying features [4, 5, 6, 7] TEST NDCG@10=0.8503 after cost 0.8002955575999999\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", - "Trying features [1, 2, 3, 4, 5] TEST NDCG@10=0.907 after cost 0.8365879211199999\n", + "Trying features [1, 2, 3, 4, 5] TEST NDCG@10=0.8822 after cost 0.8137131907519999\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", - "Trying features [1, 2, 3, 4, 6] TEST NDCG@10=0.9022 after cost 0.832160553952\n", + "Trying features [1, 2, 3, 4, 6] TEST NDCG@10=0.879 after cost 0.8107616126399999\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", - "Trying features [1, 2, 3, 4, 7] TEST NDCG@10=0.9119 after cost 0.8411075251039999\n", + "Trying features [1, 2, 3, 4, 7] TEST NDCG@10=0.8756 after cost 0.8076255608959999\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", "Trying features [1, 2, 3, 5, 6] TEST NDCG@10=0.8876 after cost 0.8186939788159998\n", @@ -29468,70 +29468,67 @@ "Trying features [1, 2, 3, 6, 7] TEST NDCG@10=0.8747 after cost 0.8067954295519999\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", - "Trying features [1, 2, 4, 5, 6] TEST NDCG@10=0.8828 after cost 0.814266611648\n", + "Trying features [1, 2, 4, 5, 6] TEST NDCG@10=0.8876 after cost 0.8186939788159998\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", - "Trying features [1, 2, 4, 5, 7] TEST NDCG@10=0.815 after cost 0.7517300503999998\n", + "Trying features [1, 2, 4, 5, 7] TEST NDCG@10=0.8644 after cost 0.7972950375039999\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", - "Trying features [1, 2, 4, 6, 7] TEST NDCG@10=0.8953 after cost 0.8257962136479999\n", + "Trying features [1, 2, 4, 6, 7] TEST NDCG@10=0.8747 after cost 0.8067954295519999\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", "Trying features [1, 2, 5, 6, 7] TEST NDCG@10=0.8493 after cost 0.7833672782879999\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", - "Trying features [1, 3, 4, 5, 6] TEST NDCG@10=0.8978 after cost 0.8281021340479999\n", + "Trying features [1, 3, 4, 5, 6] TEST NDCG@10=0.8876 after cost 0.8186939788159998\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", - "Trying features [1, 3, 4, 5, 7] TEST NDCG@10=0.906 after cost 0.8356655529599999\n", + "Trying features [1, 3, 4, 5, 7] TEST NDCG@10=0.8644 after cost 0.7972950375039999\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", - "Trying features [1, 3, 4, 6, 7] TEST NDCG@10=0.8951 after cost 0.8256117400159999\n", + "Trying features [1, 3, 4, 6, 7] TEST NDCG@10=0.8747 after cost 0.8067954295519999\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", "Trying features [1, 3, 5, 6, 7] TEST NDCG@10=0.8709 after cost 0.803290430544\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", - "Trying features [1, 4, 5, 6, 7] TEST NDCG@10=0.8837 after cost 0.815096742992\n", + "Trying features [1, 4, 5, 6, 7] TEST NDCG@10=0.8709 after cost 0.803290430544\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", - "Trying features [2, 3, 4, 5, 6] TEST NDCG@10=0.8849 after cost 0.8162035847839999\n", + "Trying features [2, 3, 4, 5, 6] TEST NDCG@10=0.8813 after cost 0.8128830594079999\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", - "Trying features [2, 3, 4, 5, 7] TEST NDCG@10=0.8877 after cost 0.8187862156319999\n", + "Trying features [2, 3, 4, 5, 7] TEST NDCG@10=0.8657 after cost 0.7984941161119999\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", - "Trying features [2, 3, 4, 6, 7] TEST NDCG@10=0.8605 after cost 0.7936978016799999\n", + "Trying features [2, 3, 4, 6, 7] TEST NDCG@10=0.8753 after cost 0.8073488504479999\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", "Trying features [2, 3, 5, 6, 7] TEST NDCG@10=0.8503 after cost 0.7842896464479998\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", - "Trying features [2, 4, 5, 6, 7] TEST NDCG@10=0.8083 after cost 0.745550183728\n", + "Trying features [2, 4, 5, 6, 7] TEST NDCG@10=0.8503 after cost 0.7842896464479998\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", - "Trying features [3, 4, 5, 6, 7] TEST NDCG@10=0.8659 after cost 0.7986785897439999\n", + "Trying features [3, 4, 5, 6, 7] TEST NDCG@10=0.8503 after cost 0.7842896464479998\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", - "Trying features [1, 2, 3, 4, 5, 6] TEST NDCG@10=0.8978 after cost 0.81154009136704\n", + "Trying features [1, 2, 3, 4, 5, 6] TEST NDCG@10=0.8876 after cost 0.8023200992396798\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", - "Trying features [1, 2, 3, 4, 5, 7] TEST NDCG@10=0.906 after cost 0.8189522419008\n", + "Trying features [1, 2, 3, 4, 5, 7] TEST NDCG@10=0.8644 after cost 0.7813491367539199\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", - "Trying features [1, 2, 3, 4, 6, 7] TEST NDCG@10=0.8951 after cost 0.80909950521568\n", + "Trying features [1, 2, 3, 4, 6, 7] TEST NDCG@10=0.8747 after cost 0.7906595209609599\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", "Trying features [1, 2, 3, 5, 6, 7] TEST NDCG@10=0.8709 after cost 0.7872246219331199\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", - "Trying features [1, 2, 4, 5, 6, 7] TEST NDCG@10=0.8837 after cost 0.79879480813216\n", + "Trying features [1, 2, 4, 5, 6, 7] TEST NDCG@10=0.8709 after cost 0.7872246219331199\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", - "Trying features [1, 3, 4, 5, 6, 7] TEST NDCG@10=0.9004 after cost 0.8138902854387199\n", - "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", - "DONE\n", - "Trying features [2, 3, 4, 5, 6, 7] TEST NDCG@10=0.8659 after cost 0.78270501794912\n", + "Trying features [1, 3, 4, 5, 6, 7] TEST NDCG@10=0.8709 after cost 0.7872246219331199\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n" ] }, @@ -29540,42 +29537,42 @@ "output_type": "stream", "text": [ "DONE\n", - "Trying features [1, 2, 3, 4, 5, 6, 7] TEST NDCG@10=0.9004 after cost 0.7976124797299455\n", + "Trying features [2, 3, 4, 5, 6, 7] TEST NDCG@10=0.8503 after cost 0.7686038535190399\n", + "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", + "DONE\n", + "Trying features [1, 2, 3, 4, 5, 6, 7] TEST NDCG@10=0.8709 after cost 0.7714801294944575\n", "\n", "Impact of each feature on the model\n", - "3 - 17728.651362443747\n", - "4 - 10986.88505569509\n", - "7 - 7504.573843344015\n", - "1 - 1580.321225819952\n", - "0.9088\n", - "0.9187\n", - "0.9198\n", - "0.9198\n", - "0.9198\n", - "0.9198\n", - "0.9204\n", - "0.9204\n", - "0.9204\n", - "0.9286\n", - "0.9294\n", - "0.9291\n", - "0.9293\n", - "0.9337\n", - "0.9317\n", - "0.9317\n", - "0.9317\n", - "0.934\n", - "0.9331\n", - "0.9333\n", + "1 - 2.6459320549842027\n", + "0.9047\n", + "0.9047\n", + "0.9047\n", + "0.9047\n", + "0.9047\n", + "0.9047\n", + "0.9047\n", + "0.9047\n", + "0.9047\n", + "0.9047\n", + "0.9047\n", + "0.9047\n", + "0.9047\n", + "0.9047\n", + "0.9047\n", + "0.9047\n", + "0.9047\n", + "0.9047\n", + "0.9047\n", + "0.9047\n", "Avg NDCG@10 when feature included:\n", - "1 => 0.8692281249999998\n", - "2 => 0.8369812499999998\n", - "3 => 0.882071875\n", - "4 => 0.8229937499999999\n", - "5 => 0.8249453125\n", - "6 => 0.8604359374999998\n", - "7 => 0.8076609374999998\n", - "Avg K-Fold NDCG@10 0.9119\n" + "1 => 0.8689953124999997\n", + "2 => 0.8589499999999998\n", + "3 => 0.8757499999999997\n", + "4 => 0.8757499999999997\n", + "5 => 0.8503843749999997\n", + "6 => 0.8651624999999996\n", + "7 => 0.8323437499999997\n", + "Avg K-Fold NDCG@10 0.9071\n" ] } ], @@ -29587,7 +29584,7 @@ " leafs=20,\n", " trees=20,\n", " kcv=15,\n", - " featureCost=0.02,\n", + " featureCost=0.02,# 1.0-cost ^ num_features\n", " features=[1,2,3,4,5,6,7],\n", " featureSet='title')\n", "\n", @@ -29624,7 +29621,7 @@ }, { "cell_type": "code", - "execution_count": 22, + "execution_count": 9, "metadata": {}, "outputs": [ { @@ -30046,28 +30043,60 @@ "Document 85783 (a '0') and doc 1892 are given the same grade." ] }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Whoopsie, from the query perspective\n", + "\n", + "Whoopsies can also be examined at the \"query\" level to see for a query id, how many whoopsies existed, and what was the evaluation for that query at each tree. This can help see if an error was fixed later in the ensemble of trees." + ] + }, { "cell_type": "code", - "execution_count": 23, + "execution_count": 10, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "== QID 1 ==\n", + "10 - 40\n", + "tree:0=>0(319074)-4(1368);tree:1=>0(319074)-4(1368);tree:2=>0(319074)-4(1368);tree:3=>0(319074)-4(1368);tree:4=>0(319074)-4(1368);tree:5=>0(319074)-4(1368);tree:6=>0(319074)-4(1368);tree:7=>0(319074)-4(1368);tree:8=>0(319074)-4(1368);tree:9=>0(319074)-4(1368)\n" + ] + } + ], + "source": [ + "whoopsies = model.whoopsies()\n", + "for qid, whoopsie in whoopsies.items():\n", + " print(\"== QID %s ==\" % qid)\n", + " print(\"%s - %s\" % (whoopsie.count, whoopsie.totalMagnitude))\n", + " print(whoopsie.perTreeReport())" + ] + }, + { + "cell_type": "code", + "execution_count": 15, "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "{'id': '1892',\n", - " 'title': 'Return of the Jedi',\n", - " 'overview': \"As Rebel leaders map their strategy for an all-out attack on the Emperor's newer, bigger Death Star. Han Solo remains frozen in the cavernous desert fortress of Jabba the Hutt, the most loathsome outlaw in the universe, who is also keeping Princess Leia as a slave girl. Now a master of the Force, Luke Skywalker rescues his friends, but he cannot become a true Jedi Knight until he wages his own crucial battle against Darth Vader, who has sworn to win Luke over to the dark side of the Force.\",\n", - " 'tagline': 'The Empire Falls...',\n", - " 'directors': ['Richard Marquand'],\n", - " 'cast': \"Mark Hamill Harrison Ford Carrie Fisher Billy Dee Williams Anthony Daniels David Prowse Kenny Baker Peter Mayhew Frank Oz Ian McDiarmid James Earl Jones Sebastian Shaw Hayden Christensen Alec Guinness Warwick Davis Caroline Blakiston Michael Pennington Kenneth Colley Michael Carter Denis Lawson Tim Rose Dermot Crowley Jeremy Bulloch Femi Taylor Annie Arbogast Claire Davenport Jack Purvis Mike Edmonds Jane Busby Malcolm Dixon Mike Cottrell Nicki Reade Adam Bareham Jonathan Oliver Pip Miller Tom Mannion Margo Apostolos Ray Armstrong Eileen Baker Michael Henbury Ballan Bobby Bell Patty Bell Alan Bennett Sarah Bennett Pamela Betts Danny Blackner Linda Bowley Peter Burroughs Debbie Lee Carrington Maureen Charlton Willie Coppen Sadie Corre Tony Cox John Cumming Jean D'Agostino Luis De Jesus Debbie Dixon Margarita Fernández Phil Fondacaro Sal Fondacaro Tony Friel Daniel Frishman John Ghavan Michael Gilden Paul Grant Lydia Green Lars Green Pam Grizz Andrew Herd J.J. Jackson Richard Jones Trevor Jones Glynn Jones Karen Lay John Lummiss Nancy MacLean Peter Mandell Carole Morris Stacie Nichols Chris Nunn Barbara O'Laughlin Brian Orenstein Harrell Parker Jr. John Pedrick April Perkins Ronnie Phillips Katie Purvis Carol Read Nicholas Read Diana Reynolds Danielle Rodgers Chris Romano Dean Shackelford Kiran Shah Felix Silla Linda Spriggs Gerald Staddon Josephine Staddon Kevin Thompson Kendra Wall Brian Wheeler Butch Wilhelm Dalyn Chew Celia Fushille-Burke Mercedes Ngoh Jennifer Jaffe Mark Dodson Simon J. Williamson Richard Bonehill David Gonzales Barrie Holland Peter Roy Erik Bauersfeld Mike Quinn Bill Kipsang Rotich Deep Roy Alisa Berk Hugh Spight Swee Lim Richard Robinson Gerald Home Phil Herbert Tim Dry Sean Crawford Phil Tippett Michael McCormick Toby Philpott David Alan Barclay Larry Ward\",\n", - " 'genres': ['Adventure', 'Action', 'Science Fiction'],\n", - " 'release_date': '1983-05-23',\n", - " 'release_year': '1983',\n", - " 'vote_average': 7.8,\n", - " 'vote_count': 3703}" + "{'id': '319074',\n", + " 'title': 'In Football We Trust',\n", + " 'overview': '‘In Football We Trust’ captures a snapshot in time amid the rise of the Pacific Islander presence in the NFL. Presenting a new take on the American immigrant story, this feature length documentary transports viewers deep inside the tightly-knit Polynesian community in Salt Lake City, Utah. With unprecedented access and shot over a four-year time period, the film intimately portrays four young Polynesian men striving to overcome gang violence and near poverty through American football. Viewed as the \"salvation\" for their families, these young players reveal the culture clash they experience as they transform out of their adolescence and into the high stakes world of collegiate recruiting and rigors of societal expectations.',\n", + " 'tagline': '',\n", + " 'directors': ['Tony Vainuku', 'Erika Cohn'],\n", + " 'cast': '',\n", + " 'genres': ['Documentary'],\n", + " 'release_date': '2015-01-23',\n", + " 'release_year': '2015',\n", + " 'vote_average': 5.0,\n", + " 'vote_count': 1}" ] }, - "execution_count": 23, + "execution_count": 15, "metadata": {}, "output_type": "execute_result" } @@ -30075,7 +30104,7 @@ "source": [ "### Doc in index... (notice nothing mentions 'star wars')\n", "\n", - "client.get_doc(doc_id=1892)" + "client.get_doc(doc_id=319074)" ] }, { @@ -31058,7 +31087,7 @@ }, { "cell_type": "code", - "execution_count": 25, + "execution_count": 47, "metadata": {}, "outputs": [ { @@ -31415,7 +31444,7 @@ }, { "cell_type": "code", - "execution_count": 27, + "execution_count": 51, "metadata": {}, "outputs": [ { @@ -31599,7 +31628,7 @@ " \"name\": \"coll_name_phrase_bm25\",\n", " \"params\": [\"keywords\"],\n", " \"template\": {\n", - " \"match\": {\"collection_name\": \n", + " \"match_phrase\": {\"collection_name\": \n", " {\"query\": \"{{keywords}}\"}}\n", " }\n", " },\n", @@ -31624,7 +31653,7 @@ }, { "cell_type": "code", - "execution_count": 28, + "execution_count": 52, "metadata": {}, "outputs": [ { @@ -31657,7 +31686,7 @@ "Trying features [8] TEST NDCG@10=0.8657\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title2_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", - "Trying features [9] TEST NDCG@10=0.8657\n", + "Trying features [9] TEST NDCG@10=0.8987\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title2_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", "Trying features [1, 2] TEST NDCG@10=0.9067\n", @@ -31681,7 +31710,7 @@ "Trying features [1, 8] TEST NDCG@10=0.8946\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title2_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", - "Trying features [1, 9] TEST NDCG@10=0.8946\n", + "Trying features [1, 9] TEST NDCG@10=0.8856\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title2_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", "Trying features [2, 3] TEST NDCG@10=0.8754\n", @@ -31702,7 +31731,7 @@ "Trying features [2, 8] TEST NDCG@10=0.8582\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title2_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", - "Trying features [2, 9] TEST NDCG@10=0.8582\n", + "Trying features [2, 9] TEST NDCG@10=0.9005\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title2_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", "Trying features [3, 4] TEST NDCG@10=0.8693\n", @@ -31720,7 +31749,7 @@ "Trying features [3, 8] TEST NDCG@10=0.8907\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title2_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", - "Trying features [3, 9] TEST NDCG@10=0.8907\n", + "Trying features [3, 9] TEST NDCG@10=0.8852\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title2_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", "Trying features [4, 5] TEST NDCG@10=0.4874\n", @@ -31735,7 +31764,7 @@ "Trying features [4, 8] TEST NDCG@10=0.6651\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title2_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", - "Trying features [4, 9] TEST NDCG@10=0.6651\n", + "Trying features [4, 9] TEST NDCG@10=0.6638\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title2_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n" ] }, @@ -31753,7 +31782,7 @@ "Trying features [5, 8] TEST NDCG@10=0.7545\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title2_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", - "Trying features [5, 9] TEST NDCG@10=0.7545\n", + "Trying features [5, 9] TEST NDCG@10=0.7574\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title2_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", "Trying features [6, 7] TEST NDCG@10=0.7877\n", @@ -31762,16 +31791,16 @@ "Trying features [6, 8] TEST NDCG@10=0.8417\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title2_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", - "Trying features [6, 9] TEST NDCG@10=0.8417\n", + "Trying features [6, 9] TEST NDCG@10=0.8225\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title2_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", "Trying features [7, 8] TEST NDCG@10=0.5435\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title2_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", - "Trying features [7, 9] TEST NDCG@10=0.5435\n", + "Trying features [7, 9] TEST NDCG@10=0.5355\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title2_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", - "Trying features [8, 9] TEST NDCG@10=0.8657\n", + "Trying features [8, 9] TEST NDCG@10=0.8566\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title2_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", "Trying features [1, 2, 3] TEST NDCG@10=0.8737\n", @@ -31792,7 +31821,7 @@ "Trying features [1, 2, 8] TEST NDCG@10=0.894\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title2_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", - "Trying features [1, 2, 9] TEST NDCG@10=0.894\n", + "Trying features [1, 2, 9] TEST NDCG@10=0.8931\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title2_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", "Trying features [1, 3, 4] TEST NDCG@10=0.9011\n", @@ -31810,7 +31839,7 @@ "Trying features [1, 3, 8] TEST NDCG@10=0.8911\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title2_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", - "Trying features [1, 3, 9] TEST NDCG@10=0.8911\n", + "Trying features [1, 3, 9] TEST NDCG@10=0.8964\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title2_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", "Trying features [1, 4, 5] TEST NDCG@10=0.8321\n", @@ -31825,7 +31854,7 @@ "Trying features [1, 4, 8] TEST NDCG@10=0.8104\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title2_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", - "Trying features [1, 4, 9] TEST NDCG@10=0.8104\n", + "Trying features [1, 4, 9] TEST NDCG@10=0.8156\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title2_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", "Trying features [1, 5, 6] TEST NDCG@10=0.8777\n", @@ -31837,7 +31866,7 @@ "Trying features [1, 5, 8] TEST NDCG@10=0.849\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title2_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", - "Trying features [1, 5, 9] TEST NDCG@10=0.849\n", + "Trying features [1, 5, 9] TEST NDCG@10=0.8519\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title2_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", "Trying features [1, 6, 7] TEST NDCG@10=0.8282\n", @@ -31846,7 +31875,7 @@ "Trying features [1, 6, 8] TEST NDCG@10=0.9007\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title2_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", - "Trying features [1, 6, 9] TEST NDCG@10=0.9007\n", + "Trying features [1, 6, 9] TEST NDCG@10=0.8823\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title2_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n" ] }, @@ -31858,10 +31887,10 @@ "Trying features [1, 7, 8] TEST NDCG@10=0.8235\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title2_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", - "Trying features [1, 7, 9] TEST NDCG@10=0.8235\n", + "Trying features [1, 7, 9] TEST NDCG@10=0.8032\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title2_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", - "Trying features [1, 8, 9] TEST NDCG@10=0.8946\n", + "Trying features [1, 8, 9] TEST NDCG@10=0.8981\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title2_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", "Trying features [2, 3, 4] TEST NDCG@10=0.8693\n", @@ -31879,7 +31908,7 @@ "Trying features [2, 3, 8] TEST NDCG@10=0.8907\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title2_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", - "Trying features [2, 3, 9] TEST NDCG@10=0.8907\n", + "Trying features [2, 3, 9] TEST NDCG@10=0.8852\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title2_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", "Trying features [2, 4, 5] TEST NDCG@10=0.6083\n", @@ -31894,7 +31923,7 @@ "Trying features [2, 4, 8] TEST NDCG@10=0.7664\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title2_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", - "Trying features [2, 4, 9] TEST NDCG@10=0.7664\n", + "Trying features [2, 4, 9] TEST NDCG@10=0.7152\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title2_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", "Trying features [2, 5, 6] TEST NDCG@10=0.8065\n", @@ -31906,7 +31935,7 @@ "Trying features [2, 5, 8] TEST NDCG@10=0.8425\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title2_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", - "Trying features [2, 5, 9] TEST NDCG@10=0.8425\n", + "Trying features [2, 5, 9] TEST NDCG@10=0.8664\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title2_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", "Trying features [2, 6, 7] TEST NDCG@10=0.8102\n", @@ -31915,16 +31944,16 @@ "Trying features [2, 6, 8] TEST NDCG@10=0.8534\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title2_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", - "Trying features [2, 6, 9] TEST NDCG@10=0.8534\n", + "Trying features [2, 6, 9] TEST NDCG@10=0.8416\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title2_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", "Trying features [2, 7, 8] TEST NDCG@10=0.6918\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title2_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", - "Trying features [2, 7, 9] TEST NDCG@10=0.6918\n", + "Trying features [2, 7, 9] TEST NDCG@10=0.6979\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title2_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", - "Trying features [2, 8, 9] TEST NDCG@10=0.8582\n", + "Trying features [2, 8, 9] TEST NDCG@10=0.8442\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title2_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", "Trying features [3, 4, 5] TEST NDCG@10=0.854\n", @@ -31939,7 +31968,7 @@ "Trying features [3, 4, 8] TEST NDCG@10=0.8822\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title2_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", - "Trying features [3, 4, 9] TEST NDCG@10=0.8822\n", + "Trying features [3, 4, 9] TEST NDCG@10=0.8716\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title2_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", "Trying features [3, 5, 6] TEST NDCG@10=0.8813\n", @@ -31951,7 +31980,7 @@ "Trying features [3, 5, 8] TEST NDCG@10=0.8778\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title2_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", - "Trying features [3, 5, 9] TEST NDCG@10=0.8778\n", + "Trying features [3, 5, 9] TEST NDCG@10=0.8966\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title2_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", "Trying features [3, 6, 7] TEST NDCG@10=0.8753\n", @@ -31966,16 +31995,16 @@ "output_type": "stream", "text": [ "DONE\n", - "Trying features [3, 6, 9] TEST NDCG@10=0.89\n", + "Trying features [3, 6, 9] TEST NDCG@10=0.8772\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title2_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", "Trying features [3, 7, 8] TEST NDCG@10=0.8852\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title2_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", - "Trying features [3, 7, 9] TEST NDCG@10=0.8852\n", + "Trying features [3, 7, 9] TEST NDCG@10=0.8714\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title2_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", - "Trying features [3, 8, 9] TEST NDCG@10=0.8907\n", + "Trying features [3, 8, 9] TEST NDCG@10=0.8989\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title2_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", "Trying features [4, 5, 6] TEST NDCG@10=0.8144\n", @@ -31987,7 +32016,7 @@ "Trying features [4, 5, 8] TEST NDCG@10=0.6121\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title2_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", - "Trying features [4, 5, 9] TEST NDCG@10=0.6121\n", + "Trying features [4, 5, 9] TEST NDCG@10=0.6524\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title2_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", "Trying features [4, 6, 7] TEST NDCG@10=0.8208\n", @@ -31996,16 +32025,16 @@ "Trying features [4, 6, 8] TEST NDCG@10=0.8708\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title2_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", - "Trying features [4, 6, 9] TEST NDCG@10=0.8708\n", + "Trying features [4, 6, 9] TEST NDCG@10=0.8562\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title2_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", "Trying features [4, 7, 8] TEST NDCG@10=0.6367\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title2_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", - "Trying features [4, 7, 9] TEST NDCG@10=0.6367\n", + "Trying features [4, 7, 9] TEST NDCG@10=0.6237\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title2_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", - "Trying features [4, 8, 9] TEST NDCG@10=0.6651\n", + "Trying features [4, 8, 9] TEST NDCG@10=0.6294\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title2_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", "Trying features [5, 6, 7] TEST NDCG@10=0.798\n", @@ -32014,28 +32043,28 @@ "Trying features [5, 6, 8] TEST NDCG@10=0.8807\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title2_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", - "Trying features [5, 6, 9] TEST NDCG@10=0.8807\n", + "Trying features [5, 6, 9] TEST NDCG@10=0.8556\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title2_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", "Trying features [5, 7, 8] TEST NDCG@10=0.5468\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title2_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", - "Trying features [5, 7, 9] TEST NDCG@10=0.5468\n", + "Trying features [5, 7, 9] TEST NDCG@10=0.5394\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title2_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", - "Trying features [5, 8, 9] TEST NDCG@10=0.7545\n", + "Trying features [5, 8, 9] TEST NDCG@10=0.7469\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title2_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", "Trying features [6, 7, 8] TEST NDCG@10=0.8372\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title2_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", - "Trying features [6, 7, 9] TEST NDCG@10=0.8372\n", + "Trying features [6, 7, 9] TEST NDCG@10=0.8273\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title2_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", - "Trying features [6, 8, 9] TEST NDCG@10=0.8417\n", + "Trying features [6, 8, 9] TEST NDCG@10=0.8556\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title2_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", - "Trying features [7, 8, 9] TEST NDCG@10=0.5435\n", + "Trying features [7, 8, 9] TEST NDCG@10=0.5523\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title2_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", "Trying features [1, 2, 3, 4] TEST NDCG@10=0.9011\n", @@ -32053,7 +32082,7 @@ "Trying features [1, 2, 3, 8] TEST NDCG@10=0.8911\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title2_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", - "Trying features [1, 2, 3, 9] TEST NDCG@10=0.8911\n", + "Trying features [1, 2, 3, 9] TEST NDCG@10=0.8964\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title2_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", "Trying features [1, 2, 4, 5] TEST NDCG@10=0.8296\n", @@ -32068,7 +32097,7 @@ "Trying features [1, 2, 4, 8] TEST NDCG@10=0.8218\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title2_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", - "Trying features [1, 2, 4, 9] TEST NDCG@10=0.8218\n", + "Trying features [1, 2, 4, 9] TEST NDCG@10=0.8199\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title2_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n" ] }, @@ -32086,7 +32115,7 @@ "Trying features [1, 2, 5, 8] TEST NDCG@10=0.8494\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title2_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", - "Trying features [1, 2, 5, 9] TEST NDCG@10=0.8494\n", + "Trying features [1, 2, 5, 9] TEST NDCG@10=0.8515\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title2_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", "Trying features [1, 2, 6, 7] TEST NDCG@10=0.8447\n", @@ -32095,16 +32124,16 @@ "Trying features [1, 2, 6, 8] TEST NDCG@10=0.9048\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title2_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", - "Trying features [1, 2, 6, 9] TEST NDCG@10=0.9048\n", + "Trying features [1, 2, 6, 9] TEST NDCG@10=0.8825\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title2_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", "Trying features [1, 2, 7, 8] TEST NDCG@10=0.8304\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title2_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", - "Trying features [1, 2, 7, 9] TEST NDCG@10=0.8304\n", + "Trying features [1, 2, 7, 9] TEST NDCG@10=0.8116\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title2_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", - "Trying features [1, 2, 8, 9] TEST NDCG@10=0.894\n", + "Trying features [1, 2, 8, 9] TEST NDCG@10=0.8968\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title2_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", "Trying features [1, 3, 4, 5] TEST NDCG@10=0.907\n", @@ -32119,7 +32148,7 @@ "Trying features [1, 3, 4, 8] TEST NDCG@10=0.9105\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title2_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", - "Trying features [1, 3, 4, 9] TEST NDCG@10=0.9105\n", + "Trying features [1, 3, 4, 9] TEST NDCG@10=0.9094\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title2_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", "Trying features [1, 3, 5, 6] TEST NDCG@10=0.8876\n", @@ -32131,7 +32160,7 @@ "Trying features [1, 3, 5, 8] TEST NDCG@10=0.902\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title2_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", - "Trying features [1, 3, 5, 9] TEST NDCG@10=0.902\n", + "Trying features [1, 3, 5, 9] TEST NDCG@10=0.8894\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title2_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", "Trying features [1, 3, 6, 7] TEST NDCG@10=0.8747\n", @@ -32140,16 +32169,16 @@ "Trying features [1, 3, 6, 8] TEST NDCG@10=0.9043\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title2_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", - "Trying features [1, 3, 6, 9] TEST NDCG@10=0.9043\n", + "Trying features [1, 3, 6, 9] TEST NDCG@10=0.8931\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title2_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", "Trying features [1, 3, 7, 8] TEST NDCG@10=0.9032\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title2_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", - "Trying features [1, 3, 7, 9] TEST NDCG@10=0.9032\n", + "Trying features [1, 3, 7, 9] TEST NDCG@10=0.8784\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title2_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", - "Trying features [1, 3, 8, 9] TEST NDCG@10=0.8911\n", + "Trying features [1, 3, 8, 9] TEST NDCG@10=0.8887\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title2_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", "Trying features [1, 4, 5, 6] TEST NDCG@10=0.8826\n", @@ -32161,7 +32190,7 @@ "Trying features [1, 4, 5, 8] TEST NDCG@10=0.8434\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title2_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", - "Trying features [1, 4, 5, 9] TEST NDCG@10=0.8434\n", + "Trying features [1, 4, 5, 9] TEST NDCG@10=0.8373\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title2_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", "Trying features [1, 4, 6, 7] TEST NDCG@10=0.8953\n", @@ -32170,16 +32199,16 @@ "Trying features [1, 4, 6, 8] TEST NDCG@10=0.9123\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title2_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", - "Trying features [1, 4, 6, 9] TEST NDCG@10=0.9123\n", + "Trying features [1, 4, 6, 9] TEST NDCG@10=0.8985\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title2_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", "Trying features [1, 4, 7, 8] TEST NDCG@10=0.8502\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title2_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", - "Trying features [1, 4, 7, 9] TEST NDCG@10=0.8502\n", + "Trying features [1, 4, 7, 9] TEST NDCG@10=0.8163\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title2_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", - "Trying features [1, 4, 8, 9] TEST NDCG@10=0.8104\n", + "Trying features [1, 4, 8, 9] TEST NDCG@10=0.8322\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title2_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n" ] }, @@ -32194,28 +32223,28 @@ "Trying features [1, 5, 6, 8] TEST NDCG@10=0.902\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title2_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", - "Trying features [1, 5, 6, 9] TEST NDCG@10=0.902\n", + "Trying features [1, 5, 6, 9] TEST NDCG@10=0.8732\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title2_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", "Trying features [1, 5, 7, 8] TEST NDCG@10=0.8169\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title2_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", - "Trying features [1, 5, 7, 9] TEST NDCG@10=0.8169\n", + "Trying features [1, 5, 7, 9] TEST NDCG@10=0.7837\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title2_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", - "Trying features [1, 5, 8, 9] TEST NDCG@10=0.849\n", + "Trying features [1, 5, 8, 9] TEST NDCG@10=0.8474\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title2_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", "Trying features [1, 6, 7, 8] TEST NDCG@10=0.8917\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title2_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", - "Trying features [1, 6, 7, 9] TEST NDCG@10=0.8917\n", + "Trying features [1, 6, 7, 9] TEST NDCG@10=0.8664\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title2_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", - "Trying features [1, 6, 8, 9] TEST NDCG@10=0.9007\n", + "Trying features [1, 6, 8, 9] TEST NDCG@10=0.8904\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title2_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", - "Trying features [1, 7, 8, 9] TEST NDCG@10=0.8235\n", + "Trying features [1, 7, 8, 9] TEST NDCG@10=0.8255\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title2_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", "Trying features [2, 3, 4, 5] TEST NDCG@10=0.854\n", @@ -32230,7 +32259,7 @@ "Trying features [2, 3, 4, 8] TEST NDCG@10=0.8822\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title2_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", - "Trying features [2, 3, 4, 9] TEST NDCG@10=0.8822\n", + "Trying features [2, 3, 4, 9] TEST NDCG@10=0.8716\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title2_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", "Trying features [2, 3, 5, 6] TEST NDCG@10=0.8813\n", @@ -32242,7 +32271,7 @@ "Trying features [2, 3, 5, 8] TEST NDCG@10=0.8778\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title2_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", - "Trying features [2, 3, 5, 9] TEST NDCG@10=0.8778\n", + "Trying features [2, 3, 5, 9] TEST NDCG@10=0.8966\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title2_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", "Trying features [2, 3, 6, 7] TEST NDCG@10=0.8753\n", @@ -32251,16 +32280,16 @@ "Trying features [2, 3, 6, 8] TEST NDCG@10=0.89\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title2_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", - "Trying features [2, 3, 6, 9] TEST NDCG@10=0.89\n", + "Trying features [2, 3, 6, 9] TEST NDCG@10=0.8772\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title2_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", "Trying features [2, 3, 7, 8] TEST NDCG@10=0.8852\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title2_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", - "Trying features [2, 3, 7, 9] TEST NDCG@10=0.8852\n", + "Trying features [2, 3, 7, 9] TEST NDCG@10=0.8714\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title2_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", - "Trying features [2, 3, 8, 9] TEST NDCG@10=0.8907\n", + "Trying features [2, 3, 8, 9] TEST NDCG@10=0.8989\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title2_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", "Trying features [2, 4, 5, 6] TEST NDCG@10=0.7876\n", @@ -32272,7 +32301,7 @@ "Trying features [2, 4, 5, 8] TEST NDCG@10=0.7518\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title2_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", - "Trying features [2, 4, 5, 9] TEST NDCG@10=0.7518\n", + "Trying features [2, 4, 5, 9] TEST NDCG@10=0.7263\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title2_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", "Trying features [2, 4, 6, 7] TEST NDCG@10=0.8212\n", @@ -32281,16 +32310,16 @@ "Trying features [2, 4, 6, 8] TEST NDCG@10=0.8863\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title2_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", - "Trying features [2, 4, 6, 9] TEST NDCG@10=0.8863\n", + "Trying features [2, 4, 6, 9] TEST NDCG@10=0.8613\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title2_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", "Trying features [2, 4, 7, 8] TEST NDCG@10=0.7204\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title2_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", - "Trying features [2, 4, 7, 9] TEST NDCG@10=0.7204\n", + "Trying features [2, 4, 7, 9] TEST NDCG@10=0.7099\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title2_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", - "Trying features [2, 4, 8, 9] TEST NDCG@10=0.7664\n", + "Trying features [2, 4, 8, 9] TEST NDCG@10=0.7573\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title2_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n" ] }, @@ -32305,28 +32334,28 @@ "Trying features [2, 5, 6, 8] TEST NDCG@10=0.8634\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title2_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", - "Trying features [2, 5, 6, 9] TEST NDCG@10=0.8634\n", + "Trying features [2, 5, 6, 9] TEST NDCG@10=0.8334\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title2_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", "Trying features [2, 5, 7, 8] TEST NDCG@10=0.7579\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title2_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", - "Trying features [2, 5, 7, 9] TEST NDCG@10=0.7579\n", + "Trying features [2, 5, 7, 9] TEST NDCG@10=0.7106\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title2_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", - "Trying features [2, 5, 8, 9] TEST NDCG@10=0.8425\n", + "Trying features [2, 5, 8, 9] TEST NDCG@10=0.823\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title2_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", "Trying features [2, 6, 7, 8] TEST NDCG@10=0.8144\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title2_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", - "Trying features [2, 6, 7, 9] TEST NDCG@10=0.8144\n", + "Trying features [2, 6, 7, 9] TEST NDCG@10=0.8358\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title2_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", - "Trying features [2, 6, 8, 9] TEST NDCG@10=0.8534\n", + "Trying features [2, 6, 8, 9] TEST NDCG@10=0.8517\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title2_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", - "Trying features [2, 7, 8, 9] TEST NDCG@10=0.6918\n", + "Trying features [2, 7, 8, 9] TEST NDCG@10=0.6921\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title2_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", "Trying features [3, 4, 5, 6] TEST NDCG@10=0.8849\n", @@ -32338,7 +32367,7 @@ "Trying features [3, 4, 5, 8] TEST NDCG@10=0.8792\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title2_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", - "Trying features [3, 4, 5, 9] TEST NDCG@10=0.8792\n", + "Trying features [3, 4, 5, 9] TEST NDCG@10=0.8731\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title2_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", "Trying features [3, 4, 6, 7] TEST NDCG@10=0.8605\n", @@ -32347,16 +32376,16 @@ "Trying features [3, 4, 6, 8] TEST NDCG@10=0.8828\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title2_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", - "Trying features [3, 4, 6, 9] TEST NDCG@10=0.8828\n", + "Trying features [3, 4, 6, 9] TEST NDCG@10=0.8902\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title2_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", "Trying features [3, 4, 7, 8] TEST NDCG@10=0.8771\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title2_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", - "Trying features [3, 4, 7, 9] TEST NDCG@10=0.8771\n", + "Trying features [3, 4, 7, 9] TEST NDCG@10=0.8693\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title2_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", - "Trying features [3, 4, 8, 9] TEST NDCG@10=0.8822\n", + "Trying features [3, 4, 8, 9] TEST NDCG@10=0.8765\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title2_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", "Trying features [3, 5, 6, 7] TEST NDCG@10=0.8503\n", @@ -32365,28 +32394,28 @@ "Trying features [3, 5, 6, 8] TEST NDCG@10=0.8914\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title2_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", - "Trying features [3, 5, 6, 9] TEST NDCG@10=0.8914\n", + "Trying features [3, 5, 6, 9] TEST NDCG@10=0.8792\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title2_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", "Trying features [3, 5, 7, 8] TEST NDCG@10=0.871\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title2_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", - "Trying features [3, 5, 7, 9] TEST NDCG@10=0.871\n", + "Trying features [3, 5, 7, 9] TEST NDCG@10=0.874\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title2_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", - "Trying features [3, 5, 8, 9] TEST NDCG@10=0.8778\n", + "Trying features [3, 5, 8, 9] TEST NDCG@10=0.8944\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title2_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", "Trying features [3, 6, 7, 8] TEST NDCG@10=0.8678\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title2_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", - "Trying features [3, 6, 7, 9] TEST NDCG@10=0.8678\n", + "Trying features [3, 6, 7, 9] TEST NDCG@10=0.8512\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title2_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", - "Trying features [3, 6, 8, 9] TEST NDCG@10=0.89\n", + "Trying features [3, 6, 8, 9] TEST NDCG@10=0.8955\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title2_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", - "Trying features [3, 7, 8, 9] TEST NDCG@10=0.8852\n", + "Trying features [3, 7, 8, 9] TEST NDCG@10=0.8586\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title2_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", "Trying features [4, 5, 6, 7] TEST NDCG@10=0.7956\n", @@ -32395,13 +32424,13 @@ "Trying features [4, 5, 6, 8] TEST NDCG@10=0.8802\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title2_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", - "Trying features [4, 5, 6, 9] TEST NDCG@10=0.8802\n", + "Trying features [4, 5, 6, 9] TEST NDCG@10=0.8616\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title2_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", "Trying features [4, 5, 7, 8] TEST NDCG@10=0.6115\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title2_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", - "Trying features [4, 5, 7, 9] TEST NDCG@10=0.6115\n", + "Trying features [4, 5, 7, 9] TEST NDCG@10=0.5906\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title2_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n" ] }, @@ -32410,34 +32439,34 @@ "output_type": "stream", "text": [ "DONE\n", - "Trying features [4, 5, 8, 9] TEST NDCG@10=0.6121\n", + "Trying features [4, 5, 8, 9] TEST NDCG@10=0.6453\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title2_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", "Trying features [4, 6, 7, 8] TEST NDCG@10=0.8587\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title2_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", - "Trying features [4, 6, 7, 9] TEST NDCG@10=0.8587\n", + "Trying features [4, 6, 7, 9] TEST NDCG@10=0.8481\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title2_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", - "Trying features [4, 6, 8, 9] TEST NDCG@10=0.8708\n", + "Trying features [4, 6, 8, 9] TEST NDCG@10=0.8771\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title2_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", - "Trying features [4, 7, 8, 9] TEST NDCG@10=0.6367\n", + "Trying features [4, 7, 8, 9] TEST NDCG@10=0.6416\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title2_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", "Trying features [5, 6, 7, 8] TEST NDCG@10=0.8426\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title2_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", - "Trying features [5, 6, 7, 9] TEST NDCG@10=0.8426\n", + "Trying features [5, 6, 7, 9] TEST NDCG@10=0.8534\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title2_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", - "Trying features [5, 6, 8, 9] TEST NDCG@10=0.8807\n", + "Trying features [5, 6, 8, 9] TEST NDCG@10=0.8413\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title2_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", - "Trying features [5, 7, 8, 9] TEST NDCG@10=0.5468\n", + "Trying features [5, 7, 8, 9] TEST NDCG@10=0.5503\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title2_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", - "Trying features [6, 7, 8, 9] TEST NDCG@10=0.8372\n", + "Trying features [6, 7, 8, 9] TEST NDCG@10=0.8147\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title2_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", "Trying features [1, 2, 3, 4, 5] TEST NDCG@10=0.907\n", @@ -32452,7 +32481,7 @@ "Trying features [1, 2, 3, 4, 8] TEST NDCG@10=0.9105\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title2_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", - "Trying features [1, 2, 3, 4, 9] TEST NDCG@10=0.9105\n", + "Trying features [1, 2, 3, 4, 9] TEST NDCG@10=0.9094\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title2_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", "Trying features [1, 2, 3, 5, 6] TEST NDCG@10=0.8876\n", @@ -32464,7 +32493,7 @@ "Trying features [1, 2, 3, 5, 8] TEST NDCG@10=0.902\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title2_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", - "Trying features [1, 2, 3, 5, 9] TEST NDCG@10=0.902\n", + "Trying features [1, 2, 3, 5, 9] TEST NDCG@10=0.8894\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title2_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", "Trying features [1, 2, 3, 6, 7] TEST NDCG@10=0.8747\n", @@ -32473,16 +32502,16 @@ "Trying features [1, 2, 3, 6, 8] TEST NDCG@10=0.9043\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title2_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", - "Trying features [1, 2, 3, 6, 9] TEST NDCG@10=0.9043\n", + "Trying features [1, 2, 3, 6, 9] TEST NDCG@10=0.8931\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title2_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", "Trying features [1, 2, 3, 7, 8] TEST NDCG@10=0.9032\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title2_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", - "Trying features [1, 2, 3, 7, 9] TEST NDCG@10=0.9032\n", + "Trying features [1, 2, 3, 7, 9] TEST NDCG@10=0.8784\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title2_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", - "Trying features [1, 2, 3, 8, 9] TEST NDCG@10=0.8911\n", + "Trying features [1, 2, 3, 8, 9] TEST NDCG@10=0.8887\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title2_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", "Trying features [1, 2, 4, 5, 6] TEST NDCG@10=0.8828\n", @@ -32494,7 +32523,7 @@ "Trying features [1, 2, 4, 5, 8] TEST NDCG@10=0.8413\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title2_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", - "Trying features [1, 2, 4, 5, 9] TEST NDCG@10=0.8413\n", + "Trying features [1, 2, 4, 5, 9] TEST NDCG@10=0.8244\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title2_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", "Trying features [1, 2, 4, 6, 7] TEST NDCG@10=0.8953\n", @@ -32503,13 +32532,13 @@ "Trying features [1, 2, 4, 6, 8] TEST NDCG@10=0.9123\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title2_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", - "Trying features [1, 2, 4, 6, 9] TEST NDCG@10=0.9123\n", + "Trying features [1, 2, 4, 6, 9] TEST NDCG@10=0.8982\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title2_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", "Trying features [1, 2, 4, 7, 8] TEST NDCG@10=0.8502\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title2_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", - "Trying features [1, 2, 4, 7, 9] TEST NDCG@10=0.8502\n", + "Trying features [1, 2, 4, 7, 9] TEST NDCG@10=0.811\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title2_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n" ] }, @@ -32518,7 +32547,7 @@ "output_type": "stream", "text": [ "DONE\n", - "Trying features [1, 2, 4, 8, 9] TEST NDCG@10=0.8218\n", + "Trying features [1, 2, 4, 8, 9] TEST NDCG@10=0.8363\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title2_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", "Trying features [1, 2, 5, 6, 7] TEST NDCG@10=0.8493\n", @@ -32527,28 +32556,28 @@ "Trying features [1, 2, 5, 6, 8] TEST NDCG@10=0.9028\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title2_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", - "Trying features [1, 2, 5, 6, 9] TEST NDCG@10=0.9028\n", + "Trying features [1, 2, 5, 6, 9] TEST NDCG@10=0.8776\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title2_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", "Trying features [1, 2, 5, 7, 8] TEST NDCG@10=0.8281\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title2_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", - "Trying features [1, 2, 5, 7, 9] TEST NDCG@10=0.8281\n", + "Trying features [1, 2, 5, 7, 9] TEST NDCG@10=0.7999\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title2_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", - "Trying features [1, 2, 5, 8, 9] TEST NDCG@10=0.8494\n", + "Trying features [1, 2, 5, 8, 9] TEST NDCG@10=0.851\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title2_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", "Trying features [1, 2, 6, 7, 8] TEST NDCG@10=0.8961\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title2_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", - "Trying features [1, 2, 6, 7, 9] TEST NDCG@10=0.8961\n", + "Trying features [1, 2, 6, 7, 9] TEST NDCG@10=0.8698\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title2_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", - "Trying features [1, 2, 6, 8, 9] TEST NDCG@10=0.9048\n", + "Trying features [1, 2, 6, 8, 9] TEST NDCG@10=0.8996\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title2_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", - "Trying features [1, 2, 7, 8, 9] TEST NDCG@10=0.8304\n", + "Trying features [1, 2, 7, 8, 9] TEST NDCG@10=0.8349\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title2_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", "Trying features [1, 3, 4, 5, 6] TEST NDCG@10=0.8978\n", @@ -32560,7 +32589,7 @@ "Trying features [1, 3, 4, 5, 8] TEST NDCG@10=0.9033\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title2_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", - "Trying features [1, 3, 4, 5, 9] TEST NDCG@10=0.9033\n", + "Trying features [1, 3, 4, 5, 9] TEST NDCG@10=0.9094\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title2_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", "Trying features [1, 3, 4, 6, 7] TEST NDCG@10=0.8951\n", @@ -32569,16 +32598,16 @@ "Trying features [1, 3, 4, 6, 8] TEST NDCG@10=0.9172\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title2_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", - "Trying features [1, 3, 4, 6, 9] TEST NDCG@10=0.9172\n", + "Trying features [1, 3, 4, 6, 9] TEST NDCG@10=0.9084\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title2_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", "Trying features [1, 3, 4, 7, 8] TEST NDCG@10=0.9165\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title2_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", - "Trying features [1, 3, 4, 7, 9] TEST NDCG@10=0.9165\n", + "Trying features [1, 3, 4, 7, 9] TEST NDCG@10=0.9035\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title2_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", - "Trying features [1, 3, 4, 8, 9] TEST NDCG@10=0.9105\n", + "Trying features [1, 3, 4, 8, 9] TEST NDCG@10=0.8987\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title2_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", "Trying features [1, 3, 5, 6, 7] TEST NDCG@10=0.8709\n", @@ -32587,28 +32616,28 @@ "Trying features [1, 3, 5, 6, 8] TEST NDCG@10=0.9017\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title2_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", - "Trying features [1, 3, 5, 6, 9] TEST NDCG@10=0.9017\n", + "Trying features [1, 3, 5, 6, 9] TEST NDCG@10=0.8979\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title2_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", "Trying features [1, 3, 5, 7, 8] TEST NDCG@10=0.9027\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title2_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", - "Trying features [1, 3, 5, 7, 9] TEST NDCG@10=0.9027\n", + "Trying features [1, 3, 5, 7, 9] TEST NDCG@10=0.8786\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title2_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", - "Trying features [1, 3, 5, 8, 9] TEST NDCG@10=0.902\n", + "Trying features [1, 3, 5, 8, 9] TEST NDCG@10=0.895\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title2_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", "Trying features [1, 3, 6, 7, 8] TEST NDCG@10=0.8998\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title2_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", - "Trying features [1, 3, 6, 7, 9] TEST NDCG@10=0.8998\n", + "Trying features [1, 3, 6, 7, 9] TEST NDCG@10=0.8724\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title2_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", - "Trying features [1, 3, 6, 8, 9] TEST NDCG@10=0.9043\n", + "Trying features [1, 3, 6, 8, 9] TEST NDCG@10=0.9167\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title2_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", - "Trying features [1, 3, 7, 8, 9] TEST NDCG@10=0.9032\n", + "Trying features [1, 3, 7, 8, 9] TEST NDCG@10=0.8989\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title2_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", "Trying features [1, 4, 5, 6, 7] TEST NDCG@10=0.8837\n", @@ -32617,7 +32646,7 @@ "Trying features [1, 4, 5, 6, 8] TEST NDCG@10=0.9127\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title2_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", - "Trying features [1, 4, 5, 6, 9] TEST NDCG@10=0.9127\n", + "Trying features [1, 4, 5, 6, 9] TEST NDCG@10=0.9121\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title2_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n" ] }, @@ -32629,37 +32658,37 @@ "Trying features [1, 4, 5, 7, 8] TEST NDCG@10=0.8356\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title2_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", - "Trying features [1, 4, 5, 7, 9] TEST NDCG@10=0.8356\n", + "Trying features [1, 4, 5, 7, 9] TEST NDCG@10=0.8264\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title2_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", - "Trying features [1, 4, 5, 8, 9] TEST NDCG@10=0.8434\n", + "Trying features [1, 4, 5, 8, 9] TEST NDCG@10=0.8373\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title2_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", "Trying features [1, 4, 6, 7, 8] TEST NDCG@10=0.9224\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title2_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", - "Trying features [1, 4, 6, 7, 9] TEST NDCG@10=0.9224\n", + "Trying features [1, 4, 6, 7, 9] TEST NDCG@10=0.8953\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title2_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", - "Trying features [1, 4, 6, 8, 9] TEST NDCG@10=0.9123\n", + "Trying features [1, 4, 6, 8, 9] TEST NDCG@10=0.8857\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title2_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", - "Trying features [1, 4, 7, 8, 9] TEST NDCG@10=0.8502\n", + "Trying features [1, 4, 7, 8, 9] TEST NDCG@10=0.8439\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title2_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", "Trying features [1, 5, 6, 7, 8] TEST NDCG@10=0.9059\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title2_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", - "Trying features [1, 5, 6, 7, 9] TEST NDCG@10=0.9059\n", + "Trying features [1, 5, 6, 7, 9] TEST NDCG@10=0.8688\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title2_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", - "Trying features [1, 5, 6, 8, 9] TEST NDCG@10=0.902\n", + "Trying features [1, 5, 6, 8, 9] TEST NDCG@10=0.9015\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title2_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", - "Trying features [1, 5, 7, 8, 9] TEST NDCG@10=0.8169\n", + "Trying features [1, 5, 7, 8, 9] TEST NDCG@10=0.8158\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title2_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", - "Trying features [1, 6, 7, 8, 9] TEST NDCG@10=0.8917\n", + "Trying features [1, 6, 7, 8, 9] TEST NDCG@10=0.8818\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title2_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", "Trying features [2, 3, 4, 5, 6] TEST NDCG@10=0.8849\n", @@ -32671,7 +32700,7 @@ "Trying features [2, 3, 4, 5, 8] TEST NDCG@10=0.8792\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title2_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", - "Trying features [2, 3, 4, 5, 9] TEST NDCG@10=0.8792\n", + "Trying features [2, 3, 4, 5, 9] TEST NDCG@10=0.8731\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title2_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", "Trying features [2, 3, 4, 6, 7] TEST NDCG@10=0.8605\n", @@ -32680,16 +32709,16 @@ "Trying features [2, 3, 4, 6, 8] TEST NDCG@10=0.8828\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title2_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", - "Trying features [2, 3, 4, 6, 9] TEST NDCG@10=0.8828\n", + "Trying features [2, 3, 4, 6, 9] TEST NDCG@10=0.8902\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title2_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", "Trying features [2, 3, 4, 7, 8] TEST NDCG@10=0.8771\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title2_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", - "Trying features [2, 3, 4, 7, 9] TEST NDCG@10=0.8771\n", + "Trying features [2, 3, 4, 7, 9] TEST NDCG@10=0.8693\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title2_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", - "Trying features [2, 3, 4, 8, 9] TEST NDCG@10=0.8822\n", + "Trying features [2, 3, 4, 8, 9] TEST NDCG@10=0.8765\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title2_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", "Trying features [2, 3, 5, 6, 7] TEST NDCG@10=0.8503\n", @@ -32698,28 +32727,28 @@ "Trying features [2, 3, 5, 6, 8] TEST NDCG@10=0.8914\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title2_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", - "Trying features [2, 3, 5, 6, 9] TEST NDCG@10=0.8914\n", + "Trying features [2, 3, 5, 6, 9] TEST NDCG@10=0.8792\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title2_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", "Trying features [2, 3, 5, 7, 8] TEST NDCG@10=0.871\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title2_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", - "Trying features [2, 3, 5, 7, 9] TEST NDCG@10=0.871\n", + "Trying features [2, 3, 5, 7, 9] TEST NDCG@10=0.874\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title2_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", - "Trying features [2, 3, 5, 8, 9] TEST NDCG@10=0.8778\n", + "Trying features [2, 3, 5, 8, 9] TEST NDCG@10=0.8944\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title2_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", "Trying features [2, 3, 6, 7, 8] TEST NDCG@10=0.8678\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title2_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", - "Trying features [2, 3, 6, 7, 9] TEST NDCG@10=0.8678\n", + "Trying features [2, 3, 6, 7, 9] TEST NDCG@10=0.8512\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title2_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", - "Trying features [2, 3, 6, 8, 9] TEST NDCG@10=0.89\n", + "Trying features [2, 3, 6, 8, 9] TEST NDCG@10=0.8955\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title2_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", - "Trying features [2, 3, 7, 8, 9] TEST NDCG@10=0.8852\n", + "Trying features [2, 3, 7, 8, 9] TEST NDCG@10=0.8586\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title2_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", "Trying features [2, 4, 5, 6, 7] TEST NDCG@10=0.8083\n", @@ -32734,43 +32763,43 @@ "output_type": "stream", "text": [ "DONE\n", - "Trying features [2, 4, 5, 6, 9] TEST NDCG@10=0.8847\n", + "Trying features [2, 4, 5, 6, 9] TEST NDCG@10=0.8591\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title2_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", "Trying features [2, 4, 5, 7, 8] TEST NDCG@10=0.7135\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title2_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", - "Trying features [2, 4, 5, 7, 9] TEST NDCG@10=0.7135\n", + "Trying features [2, 4, 5, 7, 9] TEST NDCG@10=0.6971\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title2_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", - "Trying features [2, 4, 5, 8, 9] TEST NDCG@10=0.7518\n", + "Trying features [2, 4, 5, 8, 9] TEST NDCG@10=0.7697\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title2_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", "Trying features [2, 4, 6, 7, 8] TEST NDCG@10=0.8401\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title2_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", - "Trying features [2, 4, 6, 7, 9] TEST NDCG@10=0.8401\n", + "Trying features [2, 4, 6, 7, 9] TEST NDCG@10=0.8453\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title2_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", - "Trying features [2, 4, 6, 8, 9] TEST NDCG@10=0.8863\n", + "Trying features [2, 4, 6, 8, 9] TEST NDCG@10=0.887\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title2_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", - "Trying features [2, 4, 7, 8, 9] TEST NDCG@10=0.7204\n", + "Trying features [2, 4, 7, 8, 9] TEST NDCG@10=0.7487\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title2_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", "Trying features [2, 5, 6, 7, 8] TEST NDCG@10=0.8564\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title2_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", - "Trying features [2, 5, 6, 7, 9] TEST NDCG@10=0.8564\n", + "Trying features [2, 5, 6, 7, 9] TEST NDCG@10=0.837\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title2_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", - "Trying features [2, 5, 6, 8, 9] TEST NDCG@10=0.8634\n", + "Trying features [2, 5, 6, 8, 9] TEST NDCG@10=0.8798\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title2_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", - "Trying features [2, 5, 7, 8, 9] TEST NDCG@10=0.7579\n", + "Trying features [2, 5, 7, 8, 9] TEST NDCG@10=0.7519\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title2_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", - "Trying features [2, 6, 7, 8, 9] TEST NDCG@10=0.8144\n", + "Trying features [2, 6, 7, 8, 9] TEST NDCG@10=0.8274\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title2_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", "Trying features [3, 4, 5, 6, 7] TEST NDCG@10=0.8659\n", @@ -32779,61 +32808,61 @@ "Trying features [3, 4, 5, 6, 8] TEST NDCG@10=0.8783\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title2_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", - "Trying features [3, 4, 5, 6, 9] TEST NDCG@10=0.8783\n", + "Trying features [3, 4, 5, 6, 9] TEST NDCG@10=0.8916\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title2_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", "Trying features [3, 4, 5, 7, 8] TEST NDCG@10=0.8863\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title2_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", - "Trying features [3, 4, 5, 7, 9] TEST NDCG@10=0.8863\n", + "Trying features [3, 4, 5, 7, 9] TEST NDCG@10=0.8708\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title2_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", - "Trying features [3, 4, 5, 8, 9] TEST NDCG@10=0.8792\n", + "Trying features [3, 4, 5, 8, 9] TEST NDCG@10=0.8649\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title2_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", "Trying features [3, 4, 6, 7, 8] TEST NDCG@10=0.8746\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title2_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", - "Trying features [3, 4, 6, 7, 9] TEST NDCG@10=0.8746\n", + "Trying features [3, 4, 6, 7, 9] TEST NDCG@10=0.8941\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title2_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", - "Trying features [3, 4, 6, 8, 9] TEST NDCG@10=0.8828\n", + "Trying features [3, 4, 6, 8, 9] TEST NDCG@10=0.8847\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title2_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", - "Trying features [3, 4, 7, 8, 9] TEST NDCG@10=0.8771\n", + "Trying features [3, 4, 7, 8, 9] TEST NDCG@10=0.8926\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title2_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", "Trying features [3, 5, 6, 7, 8] TEST NDCG@10=0.8755\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title2_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", - "Trying features [3, 5, 6, 7, 9] TEST NDCG@10=0.8755\n", + "Trying features [3, 5, 6, 7, 9] TEST NDCG@10=0.8512\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title2_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", - "Trying features [3, 5, 6, 8, 9] TEST NDCG@10=0.8914\n", + "Trying features [3, 5, 6, 8, 9] TEST NDCG@10=0.8838\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title2_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", - "Trying features [3, 5, 7, 8, 9] TEST NDCG@10=0.871\n", + "Trying features [3, 5, 7, 8, 9] TEST NDCG@10=0.8699\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title2_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", - "Trying features [3, 6, 7, 8, 9] TEST NDCG@10=0.8678\n", + "Trying features [3, 6, 7, 8, 9] TEST NDCG@10=0.873\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title2_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", "Trying features [4, 5, 6, 7, 8] TEST NDCG@10=0.878\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title2_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", - "Trying features [4, 5, 6, 7, 9] TEST NDCG@10=0.878\n", + "Trying features [4, 5, 6, 7, 9] TEST NDCG@10=0.8594\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title2_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", - "Trying features [4, 5, 6, 8, 9] TEST NDCG@10=0.8802\n", + "Trying features [4, 5, 6, 8, 9] TEST NDCG@10=0.8791\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title2_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", - "Trying features [4, 5, 7, 8, 9] TEST NDCG@10=0.6115\n", + "Trying features [4, 5, 7, 8, 9] TEST NDCG@10=0.6079\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title2_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", - "Trying features [4, 6, 7, 8, 9] TEST NDCG@10=0.8587\n", + "Trying features [4, 6, 7, 8, 9] TEST NDCG@10=0.8528\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title2_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", - "Trying features [5, 6, 7, 8, 9] TEST NDCG@10=0.8426\n", + "Trying features [5, 6, 7, 8, 9] TEST NDCG@10=0.8404\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title2_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n" ] }, @@ -32851,7 +32880,7 @@ "Trying features [1, 2, 3, 4, 5, 8] TEST NDCG@10=0.9033\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title2_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", - "Trying features [1, 2, 3, 4, 5, 9] TEST NDCG@10=0.9033\n", + "Trying features [1, 2, 3, 4, 5, 9] TEST NDCG@10=0.9094\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title2_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", "Trying features [1, 2, 3, 4, 6, 7] TEST NDCG@10=0.8951\n", @@ -32860,16 +32889,16 @@ "Trying features [1, 2, 3, 4, 6, 8] TEST NDCG@10=0.9172\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title2_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", - "Trying features [1, 2, 3, 4, 6, 9] TEST NDCG@10=0.9172\n", + "Trying features [1, 2, 3, 4, 6, 9] TEST NDCG@10=0.9084\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title2_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", "Trying features [1, 2, 3, 4, 7, 8] TEST NDCG@10=0.9165\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title2_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", - "Trying features [1, 2, 3, 4, 7, 9] TEST NDCG@10=0.9165\n", + "Trying features [1, 2, 3, 4, 7, 9] TEST NDCG@10=0.9035\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title2_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", - "Trying features [1, 2, 3, 4, 8, 9] TEST NDCG@10=0.9105\n", + "Trying features [1, 2, 3, 4, 8, 9] TEST NDCG@10=0.8987\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title2_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", "Trying features [1, 2, 3, 5, 6, 7] TEST NDCG@10=0.8709\n", @@ -32878,28 +32907,28 @@ "Trying features [1, 2, 3, 5, 6, 8] TEST NDCG@10=0.9017\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title2_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", - "Trying features [1, 2, 3, 5, 6, 9] TEST NDCG@10=0.9017\n", + "Trying features [1, 2, 3, 5, 6, 9] TEST NDCG@10=0.8979\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title2_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", "Trying features [1, 2, 3, 5, 7, 8] TEST NDCG@10=0.9027\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title2_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", - "Trying features [1, 2, 3, 5, 7, 9] TEST NDCG@10=0.9027\n", + "Trying features [1, 2, 3, 5, 7, 9] TEST NDCG@10=0.8786\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title2_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", - "Trying features [1, 2, 3, 5, 8, 9] TEST NDCG@10=0.902\n", + "Trying features [1, 2, 3, 5, 8, 9] TEST NDCG@10=0.895\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title2_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", "Trying features [1, 2, 3, 6, 7, 8] TEST NDCG@10=0.8998\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title2_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", - "Trying features [1, 2, 3, 6, 7, 9] TEST NDCG@10=0.8998\n", + "Trying features [1, 2, 3, 6, 7, 9] TEST NDCG@10=0.8724\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title2_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", - "Trying features [1, 2, 3, 6, 8, 9] TEST NDCG@10=0.9043\n", + "Trying features [1, 2, 3, 6, 8, 9] TEST NDCG@10=0.9167\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title2_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", - "Trying features [1, 2, 3, 7, 8, 9] TEST NDCG@10=0.9032\n", + "Trying features [1, 2, 3, 7, 8, 9] TEST NDCG@10=0.8989\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title2_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", "Trying features [1, 2, 4, 5, 6, 7] TEST NDCG@10=0.8837\n", @@ -32908,40 +32937,40 @@ "Trying features [1, 2, 4, 5, 6, 8] TEST NDCG@10=0.9127\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title2_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", - "Trying features [1, 2, 4, 5, 6, 9] TEST NDCG@10=0.9127\n", + "Trying features [1, 2, 4, 5, 6, 9] TEST NDCG@10=0.9094\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title2_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", "Trying features [1, 2, 4, 5, 7, 8] TEST NDCG@10=0.8356\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title2_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", - "Trying features [1, 2, 4, 5, 7, 9] TEST NDCG@10=0.8356\n", + "Trying features [1, 2, 4, 5, 7, 9] TEST NDCG@10=0.8227\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title2_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", - "Trying features [1, 2, 4, 5, 8, 9] TEST NDCG@10=0.8413\n", + "Trying features [1, 2, 4, 5, 8, 9] TEST NDCG@10=0.839\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title2_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", "Trying features [1, 2, 4, 6, 7, 8] TEST NDCG@10=0.9224\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title2_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", - "Trying features [1, 2, 4, 6, 7, 9] TEST NDCG@10=0.9224\n", + "Trying features [1, 2, 4, 6, 7, 9] TEST NDCG@10=0.8953\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title2_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", - "Trying features [1, 2, 4, 6, 8, 9] TEST NDCG@10=0.9123\n", + "Trying features [1, 2, 4, 6, 8, 9] TEST NDCG@10=0.8857\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title2_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", - "Trying features [1, 2, 4, 7, 8, 9] TEST NDCG@10=0.8502\n", + "Trying features [1, 2, 4, 7, 8, 9] TEST NDCG@10=0.8439\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title2_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", "Trying features [1, 2, 5, 6, 7, 8] TEST NDCG@10=0.9082\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title2_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", - "Trying features [1, 2, 5, 6, 7, 9] TEST NDCG@10=0.9082\n", + "Trying features [1, 2, 5, 6, 7, 9] TEST NDCG@10=0.873\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title2_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", - "Trying features [1, 2, 5, 6, 8, 9] TEST NDCG@10=0.9028\n", + "Trying features [1, 2, 5, 6, 8, 9] TEST NDCG@10=0.9061\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title2_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", - "Trying features [1, 2, 5, 7, 8, 9] TEST NDCG@10=0.8281\n", + "Trying features [1, 2, 5, 7, 8, 9] TEST NDCG@10=0.8376\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title2_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n" ] }, @@ -32950,7 +32979,7 @@ "output_type": "stream", "text": [ "DONE\n", - "Trying features [1, 2, 6, 7, 8, 9] TEST NDCG@10=0.8961\n", + "Trying features [1, 2, 6, 7, 8, 9] TEST NDCG@10=0.8715\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title2_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", "Trying features [1, 3, 4, 5, 6, 7] TEST NDCG@10=0.9004\n", @@ -32959,61 +32988,61 @@ "Trying features [1, 3, 4, 5, 6, 8] TEST NDCG@10=0.9125\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title2_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", - "Trying features [1, 3, 4, 5, 6, 9] TEST NDCG@10=0.9125\n", + "Trying features [1, 3, 4, 5, 6, 9] TEST NDCG@10=0.9036\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title2_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", "Trying features [1, 3, 4, 5, 7, 8] TEST NDCG@10=0.9154\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title2_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", - "Trying features [1, 3, 4, 5, 7, 9] TEST NDCG@10=0.9154\n", + "Trying features [1, 3, 4, 5, 7, 9] TEST NDCG@10=0.9025\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title2_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", - "Trying features [1, 3, 4, 5, 8, 9] TEST NDCG@10=0.9033\n", + "Trying features [1, 3, 4, 5, 8, 9] TEST NDCG@10=0.9056\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title2_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", "Trying features [1, 3, 4, 6, 7, 8] TEST NDCG@10=0.9209\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title2_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", - "Trying features [1, 3, 4, 6, 7, 9] TEST NDCG@10=0.9209\n", + "Trying features [1, 3, 4, 6, 7, 9] TEST NDCG@10=0.8885\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title2_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", - "Trying features [1, 3, 4, 6, 8, 9] TEST NDCG@10=0.9172\n", + "Trying features [1, 3, 4, 6, 8, 9] TEST NDCG@10=0.899\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title2_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", - "Trying features [1, 3, 4, 7, 8, 9] TEST NDCG@10=0.9165\n", + "Trying features [1, 3, 4, 7, 8, 9] TEST NDCG@10=0.9024\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title2_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", "Trying features [1, 3, 5, 6, 7, 8] TEST NDCG@10=0.9013\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title2_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", - "Trying features [1, 3, 5, 6, 7, 9] TEST NDCG@10=0.9013\n", + "Trying features [1, 3, 5, 6, 7, 9] TEST NDCG@10=0.8773\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title2_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", - "Trying features [1, 3, 5, 6, 8, 9] TEST NDCG@10=0.9017\n", + "Trying features [1, 3, 5, 6, 8, 9] TEST NDCG@10=0.8888\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title2_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", - "Trying features [1, 3, 5, 7, 8, 9] TEST NDCG@10=0.9027\n", + "Trying features [1, 3, 5, 7, 8, 9] TEST NDCG@10=0.9009\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title2_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", - "Trying features [1, 3, 6, 7, 8, 9] TEST NDCG@10=0.8998\n", + "Trying features [1, 3, 6, 7, 8, 9] TEST NDCG@10=0.9043\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title2_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", "Trying features [1, 4, 5, 6, 7, 8] TEST NDCG@10=0.9161\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title2_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", - "Trying features [1, 4, 5, 6, 7, 9] TEST NDCG@10=0.9161\n", + "Trying features [1, 4, 5, 6, 7, 9] TEST NDCG@10=0.8892\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title2_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", - "Trying features [1, 4, 5, 6, 8, 9] TEST NDCG@10=0.9127\n", + "Trying features [1, 4, 5, 6, 8, 9] TEST NDCG@10=0.8667\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title2_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", - "Trying features [1, 4, 5, 7, 8, 9] TEST NDCG@10=0.8356\n", + "Trying features [1, 4, 5, 7, 8, 9] TEST NDCG@10=0.8437\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title2_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", - "Trying features [1, 4, 6, 7, 8, 9] TEST NDCG@10=0.9224\n", + "Trying features [1, 4, 6, 7, 8, 9] TEST NDCG@10=0.8892\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title2_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", - "Trying features [1, 5, 6, 7, 8, 9] TEST NDCG@10=0.9059\n", + "Trying features [1, 5, 6, 7, 8, 9] TEST NDCG@10=0.8771\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title2_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", "Trying features [2, 3, 4, 5, 6, 7] TEST NDCG@10=0.8659\n", @@ -33022,34 +33051,34 @@ "Trying features [2, 3, 4, 5, 6, 8] TEST NDCG@10=0.8783\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title2_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", - "Trying features [2, 3, 4, 5, 6, 9] TEST NDCG@10=0.8783\n", + "Trying features [2, 3, 4, 5, 6, 9] TEST NDCG@10=0.8916\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title2_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", "Trying features [2, 3, 4, 5, 7, 8] TEST NDCG@10=0.8863\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title2_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", - "Trying features [2, 3, 4, 5, 7, 9] TEST NDCG@10=0.8863\n", + "Trying features [2, 3, 4, 5, 7, 9] TEST NDCG@10=0.8708\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title2_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", - "Trying features [2, 3, 4, 5, 8, 9] TEST NDCG@10=0.8792\n", + "Trying features [2, 3, 4, 5, 8, 9] TEST NDCG@10=0.8649\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title2_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", "Trying features [2, 3, 4, 6, 7, 8] TEST NDCG@10=0.8746\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title2_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", - "Trying features [2, 3, 4, 6, 7, 9] TEST NDCG@10=0.8746\n", + "Trying features [2, 3, 4, 6, 7, 9] TEST NDCG@10=0.8941\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title2_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", - "Trying features [2, 3, 4, 6, 8, 9] TEST NDCG@10=0.8828\n", + "Trying features [2, 3, 4, 6, 8, 9] TEST NDCG@10=0.8847\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title2_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", - "Trying features [2, 3, 4, 7, 8, 9] TEST NDCG@10=0.8771\n", + "Trying features [2, 3, 4, 7, 8, 9] TEST NDCG@10=0.8926\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title2_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", "Trying features [2, 3, 5, 6, 7, 8] TEST NDCG@10=0.8755\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title2_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", - "Trying features [2, 3, 5, 6, 7, 9] TEST NDCG@10=0.8755\n", + "Trying features [2, 3, 5, 6, 7, 9] TEST NDCG@10=0.8512\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title2_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n" ] }, @@ -33058,52 +33087,52 @@ "output_type": "stream", "text": [ "DONE\n", - "Trying features [2, 3, 5, 6, 8, 9] TEST NDCG@10=0.8914\n", + "Trying features [2, 3, 5, 6, 8, 9] TEST NDCG@10=0.8838\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title2_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", - "Trying features [2, 3, 5, 7, 8, 9] TEST NDCG@10=0.871\n", + "Trying features [2, 3, 5, 7, 8, 9] TEST NDCG@10=0.8699\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title2_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", - "Trying features [2, 3, 6, 7, 8, 9] TEST NDCG@10=0.8678\n", + "Trying features [2, 3, 6, 7, 8, 9] TEST NDCG@10=0.873\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title2_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", "Trying features [2, 4, 5, 6, 7, 8] TEST NDCG@10=0.8654\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title2_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", - "Trying features [2, 4, 5, 6, 7, 9] TEST NDCG@10=0.8654\n", + "Trying features [2, 4, 5, 6, 7, 9] TEST NDCG@10=0.8507\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title2_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", - "Trying features [2, 4, 5, 6, 8, 9] TEST NDCG@10=0.8847\n", + "Trying features [2, 4, 5, 6, 8, 9] TEST NDCG@10=0.8709\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title2_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", - "Trying features [2, 4, 5, 7, 8, 9] TEST NDCG@10=0.7135\n", + "Trying features [2, 4, 5, 7, 8, 9] TEST NDCG@10=0.7068\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title2_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", - "Trying features [2, 4, 6, 7, 8, 9] TEST NDCG@10=0.8401\n", + "Trying features [2, 4, 6, 7, 8, 9] TEST NDCG@10=0.8542\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title2_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", - "Trying features [2, 5, 6, 7, 8, 9] TEST NDCG@10=0.8564\n", + "Trying features [2, 5, 6, 7, 8, 9] TEST NDCG@10=0.8396\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title2_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", "Trying features [3, 4, 5, 6, 7, 8] TEST NDCG@10=0.8649\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title2_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", - "Trying features [3, 4, 5, 6, 7, 9] TEST NDCG@10=0.8649\n", + "Trying features [3, 4, 5, 6, 7, 9] TEST NDCG@10=0.8901\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title2_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", - "Trying features [3, 4, 5, 6, 8, 9] TEST NDCG@10=0.8783\n", + "Trying features [3, 4, 5, 6, 8, 9] TEST NDCG@10=0.8764\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title2_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", - "Trying features [3, 4, 5, 7, 8, 9] TEST NDCG@10=0.8863\n", + "Trying features [3, 4, 5, 7, 8, 9] TEST NDCG@10=0.8767\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title2_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", - "Trying features [3, 4, 6, 7, 8, 9] TEST NDCG@10=0.8746\n", + "Trying features [3, 4, 6, 7, 8, 9] TEST NDCG@10=0.8547\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title2_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", - "Trying features [3, 5, 6, 7, 8, 9] TEST NDCG@10=0.8755\n", + "Trying features [3, 5, 6, 7, 8, 9] TEST NDCG@10=0.8818\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title2_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", - "Trying features [4, 5, 6, 7, 8, 9] TEST NDCG@10=0.878\n", + "Trying features [4, 5, 6, 7, 8, 9] TEST NDCG@10=0.8545\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title2_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", "Trying features [1, 2, 3, 4, 5, 6, 7] TEST NDCG@10=0.9004\n", @@ -33112,49 +33141,49 @@ "Trying features [1, 2, 3, 4, 5, 6, 8] TEST NDCG@10=0.9125\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title2_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", - "Trying features [1, 2, 3, 4, 5, 6, 9] TEST NDCG@10=0.9125\n", + "Trying features [1, 2, 3, 4, 5, 6, 9] TEST NDCG@10=0.9036\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title2_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", "Trying features [1, 2, 3, 4, 5, 7, 8] TEST NDCG@10=0.9154\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title2_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", - "Trying features [1, 2, 3, 4, 5, 7, 9] TEST NDCG@10=0.9154\n", + "Trying features [1, 2, 3, 4, 5, 7, 9] TEST NDCG@10=0.9025\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title2_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", - "Trying features [1, 2, 3, 4, 5, 8, 9] TEST NDCG@10=0.9033\n", + "Trying features [1, 2, 3, 4, 5, 8, 9] TEST NDCG@10=0.9056\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title2_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", "Trying features [1, 2, 3, 4, 6, 7, 8] TEST NDCG@10=0.9209\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title2_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", - "Trying features [1, 2, 3, 4, 6, 7, 9] TEST NDCG@10=0.9209\n", + "Trying features [1, 2, 3, 4, 6, 7, 9] TEST NDCG@10=0.8885\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title2_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", - "Trying features [1, 2, 3, 4, 6, 8, 9] TEST NDCG@10=0.9172\n", + "Trying features [1, 2, 3, 4, 6, 8, 9] TEST NDCG@10=0.899\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title2_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", - "Trying features [1, 2, 3, 4, 7, 8, 9] TEST NDCG@10=0.9165\n", + "Trying features [1, 2, 3, 4, 7, 8, 9] TEST NDCG@10=0.9024\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title2_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", "Trying features [1, 2, 3, 5, 6, 7, 8] TEST NDCG@10=0.9013\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title2_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", - "Trying features [1, 2, 3, 5, 6, 7, 9] TEST NDCG@10=0.9013\n", + "Trying features [1, 2, 3, 5, 6, 7, 9] TEST NDCG@10=0.8773\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title2_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", - "Trying features [1, 2, 3, 5, 6, 8, 9] TEST NDCG@10=0.9017\n", + "Trying features [1, 2, 3, 5, 6, 8, 9] TEST NDCG@10=0.8888\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title2_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", - "Trying features [1, 2, 3, 5, 7, 8, 9] TEST NDCG@10=0.9027\n", + "Trying features [1, 2, 3, 5, 7, 8, 9] TEST NDCG@10=0.9009\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title2_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", - "Trying features [1, 2, 3, 6, 7, 8, 9] TEST NDCG@10=0.8998\n", + "Trying features [1, 2, 3, 6, 7, 8, 9] TEST NDCG@10=0.9043\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title2_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", "Trying features [1, 2, 4, 5, 6, 7, 8] TEST NDCG@10=0.9161\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title2_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", - "Trying features [1, 2, 4, 5, 6, 7, 9] TEST NDCG@10=0.9161\n", + "Trying features [1, 2, 4, 5, 6, 7, 9] TEST NDCG@10=0.8892\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title2_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n" ] }, @@ -33163,91 +33192,91 @@ "output_type": "stream", "text": [ "DONE\n", - "Trying features [1, 2, 4, 5, 6, 8, 9] TEST NDCG@10=0.9127\n", + "Trying features [1, 2, 4, 5, 6, 8, 9] TEST NDCG@10=0.8667\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title2_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", - "Trying features [1, 2, 4, 5, 7, 8, 9] TEST NDCG@10=0.8356\n", + "Trying features [1, 2, 4, 5, 7, 8, 9] TEST NDCG@10=0.8437\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title2_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", - "Trying features [1, 2, 4, 6, 7, 8, 9] TEST NDCG@10=0.9224\n", + "Trying features [1, 2, 4, 6, 7, 8, 9] TEST NDCG@10=0.8892\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title2_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", - "Trying features [1, 2, 5, 6, 7, 8, 9] TEST NDCG@10=0.9082\n", + "Trying features [1, 2, 5, 6, 7, 8, 9] TEST NDCG@10=0.8825\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title2_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", "Trying features [1, 3, 4, 5, 6, 7, 8] TEST NDCG@10=0.9035\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title2_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", - "Trying features [1, 3, 4, 5, 6, 7, 9] TEST NDCG@10=0.9035\n", + "Trying features [1, 3, 4, 5, 6, 7, 9] TEST NDCG@10=0.8853\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title2_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", - "Trying features [1, 3, 4, 5, 6, 8, 9] TEST NDCG@10=0.9125\n", + "Trying features [1, 3, 4, 5, 6, 8, 9] TEST NDCG@10=0.9134\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title2_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", - "Trying features [1, 3, 4, 5, 7, 8, 9] TEST NDCG@10=0.9154\n", + "Trying features [1, 3, 4, 5, 7, 8, 9] TEST NDCG@10=0.9163\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title2_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", - "Trying features [1, 3, 4, 6, 7, 8, 9] TEST NDCG@10=0.9209\n", + "Trying features [1, 3, 4, 6, 7, 8, 9] TEST NDCG@10=0.904\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title2_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", - "Trying features [1, 3, 5, 6, 7, 8, 9] TEST NDCG@10=0.9013\n", + "Trying features [1, 3, 5, 6, 7, 8, 9] TEST NDCG@10=0.8885\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title2_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", - "Trying features [1, 4, 5, 6, 7, 8, 9] TEST NDCG@10=0.9161\n", + "Trying features [1, 4, 5, 6, 7, 8, 9] TEST NDCG@10=0.8794\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title2_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", "Trying features [2, 3, 4, 5, 6, 7, 8] TEST NDCG@10=0.8649\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title2_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", - "Trying features [2, 3, 4, 5, 6, 7, 9] TEST NDCG@10=0.8649\n", + "Trying features [2, 3, 4, 5, 6, 7, 9] TEST NDCG@10=0.8901\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title2_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", - "Trying features [2, 3, 4, 5, 6, 8, 9] TEST NDCG@10=0.8783\n", + "Trying features [2, 3, 4, 5, 6, 8, 9] TEST NDCG@10=0.8764\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title2_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", - "Trying features [2, 3, 4, 5, 7, 8, 9] TEST NDCG@10=0.8863\n", + "Trying features [2, 3, 4, 5, 7, 8, 9] TEST NDCG@10=0.8767\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title2_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", - "Trying features [2, 3, 4, 6, 7, 8, 9] TEST NDCG@10=0.8746\n", + "Trying features [2, 3, 4, 6, 7, 8, 9] TEST NDCG@10=0.8547\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title2_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", - "Trying features [2, 3, 5, 6, 7, 8, 9] TEST NDCG@10=0.8755\n", + "Trying features [2, 3, 5, 6, 7, 8, 9] TEST NDCG@10=0.8818\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title2_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", - "Trying features [2, 4, 5, 6, 7, 8, 9] TEST NDCG@10=0.8654\n", + "Trying features [2, 4, 5, 6, 7, 8, 9] TEST NDCG@10=0.8439\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title2_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", - "Trying features [3, 4, 5, 6, 7, 8, 9] TEST NDCG@10=0.8649\n", + "Trying features [3, 4, 5, 6, 7, 8, 9] TEST NDCG@10=0.8874\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title2_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", "Trying features [1, 2, 3, 4, 5, 6, 7, 8] TEST NDCG@10=0.9035\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title2_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", - "Trying features [1, 2, 3, 4, 5, 6, 7, 9] TEST NDCG@10=0.9035\n", + "Trying features [1, 2, 3, 4, 5, 6, 7, 9] TEST NDCG@10=0.8853\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title2_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", - "Trying features [1, 2, 3, 4, 5, 6, 8, 9] TEST NDCG@10=0.9125\n", + "Trying features [1, 2, 3, 4, 5, 6, 8, 9] TEST NDCG@10=0.9134\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title2_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", - "Trying features [1, 2, 3, 4, 5, 7, 8, 9] TEST NDCG@10=0.9154\n", + "Trying features [1, 2, 3, 4, 5, 7, 8, 9] TEST NDCG@10=0.9163\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title2_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", - "Trying features [1, 2, 3, 4, 6, 7, 8, 9] TEST NDCG@10=0.9209\n", + "Trying features [1, 2, 3, 4, 6, 7, 8, 9] TEST NDCG@10=0.904\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title2_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", - "Trying features [1, 2, 3, 5, 6, 7, 8, 9] TEST NDCG@10=0.9013\n", + "Trying features [1, 2, 3, 5, 6, 7, 8, 9] TEST NDCG@10=0.8885\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title2_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", - "Trying features [1, 2, 4, 5, 6, 7, 8, 9] TEST NDCG@10=0.9161\n", + "Trying features [1, 2, 4, 5, 6, 7, 8, 9] TEST NDCG@10=0.8794\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title2_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", - "Trying features [1, 3, 4, 5, 6, 7, 8, 9] TEST NDCG@10=0.9035\n", + "Trying features [1, 3, 4, 5, 6, 7, 8, 9] TEST NDCG@10=0.9063\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title2_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", - "Trying features [2, 3, 4, 5, 6, 7, 8, 9] TEST NDCG@10=0.8649\n", + "Trying features [2, 3, 4, 5, 6, 7, 8, 9] TEST NDCG@10=0.8874\n", "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title2_judgments_train.txt -save data/temp_model.txt -feature features.txt -kcv 15 \n", "DONE\n", - "Trying features [1, 2, 3, 4, 5, 6, 7, 8, 9] TEST NDCG@10=0.9035\n", + "Trying features [1, 2, 3, 4, 5, 6, 7, 8, 9] TEST NDCG@10=0.9063\n", "\n", "Impact of each feature on the model\n", "6 - 26374.780376814015\n", @@ -33276,15 +33305,15 @@ "0.9373\n", "0.939\n", "Avg NDCG@10 when feature included:\n", - "1 => 0.8855734375000006\n", - "2 => 0.860497265625001\n", - "3 => 0.8903781249999999\n", - "4 => 0.8515406250000004\n", - "5 => 0.8513699218750004\n", - "6 => 0.8815097656249997\n", - "7 => 0.8405367187500004\n", - "8 => 0.8614640625000003\n", - "9 => 0.8614640625000003\n", + "1 => 0.8797410156250003\n", + "2 => 0.8566320312500003\n", + "3 => 0.8877750000000001\n", + "4 => 0.8476207031249998\n", + "5 => 0.8474851562500001\n", + "6 => 0.8761910156249998\n", + "7 => 0.8353027343749998\n", + "8 => 0.8591234375\n", + "9 => 0.8539007812499998\n", "Avg K-Fold NDCG@10 0.9224\n" ] } @@ -33318,7 +33347,7 @@ }, { "cell_type": "code", - "execution_count": 30, + "execution_count": 54, "metadata": {}, "outputs": [ { @@ -33327,7 +33356,7 @@ "text": [ "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t NDCG@10 -tree 20 -leaf 20 -train data/title2_judgments_train.txt -save data/title2_model.txt -feature features.txt \n", "DONE\n", - "Delete model title2: 200\n", + "Delete model title2: 404\n", "Created Model title2 [Status: 201]\n", "\n", "Impact of each feature on the model\n", @@ -33384,5217 +33413,51 @@ }, { "cell_type": "code", - "execution_count": 35, + "execution_count": 55, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ - "{\"size\": 5, \"query\": {\"sltr\": {\"params\": {\"keywords\": \"star trek\"}, \"model\": \"title2\"}}}\n", + "{\"size\": 5, \"query\": {\"sltr\": {\"params\": {\"keywords\": \"rambo\"}, \"model\": \"title2\"}}}\n", "Searching tmdb - {'size': 5, 'query': [Status: 200]\n", - "Star Trek: Generations \n", - "2.424766 \n", - "1994 \n", - "['Science Fiction', 'Action', 'Adventure', 'Thriller'] \n", - "Captain Jean-Luc Picard and the crew of the Enterprise-D find themselves at odds with the renegade scientist Soran who is destroying entire star systems. Only one man can help Picard stop Soran's scheme...and he's been dead for seventy-eight years. \n", - "---------------------------------------\n", - "Star Trek \n", - "2.3925836 \n", - "2009 \n", - "['Science Fiction', 'Action', 'Adventure'] \n", - "The fate of the galaxy rests in the hands of bitter rivals. One, James Kirk, is a delinquent, thrill-seeking Iowa farm boy. The other, Spock, a Vulcan, was raised in a logic-based society that rejects all emotion. As fiery instinct clashes with calm reason, their unlikely but powerful partnership is the only thing capable of leading their crew through unimaginable danger, boldly going where no one has gone before. The human adventure has begun again. \n", - "---------------------------------------\n", - "Star Trek: Nemesis \n", - "2.3787148 \n", - "2002 \n", - "['Science Fiction', 'Action', 'Adventure', 'Thriller'] \n", - "En route to the honeymoon of William Riker to Deanna Troi on her home planet of Betazed, Captain Jean-Luc Picard and the crew of the U.S.S. Enterprise receives word from Starfleet that a coup has resulted in the installation of a new Romulan political leader, Shinzon, who claims to seek peace with the human-backed United Federation of Planets. Once in enemy territory, the captain and his crew make a startling discovery: Shinzon is human, a slave from the Romulan sister planet of Remus, and has a secret, shocking relationship to Picard himself. \n", - "---------------------------------------\n", - "Star Trek: Insurrection \n", - "2.3787148 \n", - "1998 \n", - "['Science Fiction', 'Action', 'Adventure', 'Thriller'] \n", - "When an alien race and factions within Starfleet attempt to take over a planet that has \"regenerative\" properties, it falls upon Captain Picard and the crew of the Enterprise to defend the planet's people as well as the very ideals upon which the Federation itself was founded. \n", - "---------------------------------------\n", - "Star Trek Into Darkness \n", - "2.224619 \n", - "2013 \n", - "['Action', 'Adventure', 'Science Fiction'] \n", - "When the crew of the Enterprise is called back home, they find an unstoppable force of terror from within their own organization has detonated the fleet and everything it stands for, leaving our world in a state of crisis. With a personal score to settle, Captain Kirk leads a manhunt to a war-zone world to capture a one man weapon of mass destruction. As our heroes are propelled into an epic chess game of life and death, love will be challenged, friendships will be torn apart, and sacrifices must be made for the only family Kirk has left: his crew. \n", - "---------------------------------------\n" - ] - } - ], - "source": [ - "from ltr import search\n", - "search(client, \"star trek\", modelName='title2')" - ] - }, - { - "cell_type": "code", - "execution_count": 15, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{\"size\": 5, \"query\": {\"sltr\": {\"params\": {\"keywords\": \"stir trek\"}, \"model\": \"title\"}}}\n", - "Searching tmdb - {'size': 5, 'query': [Status: 200]\n", - "Black Mirror: White Christmas \n", - "-2.3627434 \n", - "2014 \n", - "['Drama', 'Horror', 'Mystery', 'Science Fiction', 'Thriller', 'TV Movie'] \n", - "This feature-length special consists of three interwoven stories. In a mysterious and remote snowy outpost, Matt and Potter share a Christmas meal, swapping creepy tales of their earlier lives in the outside world. Matt is a charismatic American trying to bring the reserved, secretive Potter out of his shell. But are both men who they appear to be? A woman gets thrust into a nightmarish world of 'smart' gadgetry. Plus a look at what would happen if you could 'block' people in real life. \n", - "---------------------------------------\n", - "The Brave-Hearted Will Take the Bride \n", - "-2.3627434 \n", - "1995 \n", - "['Comedy', 'Drama', 'Romance'] \n", - "Raj is a rich, carefree, happy-go-lucky second generation NRI. Simran is the daughter of Chaudhary Baldev Singh, who in spite of being an NRI is very strict about adherence to Indian values. Simran has left for India to be married to her childhood fiancé. Raj leaves for India with a mission at his hands, to claim his lady love under the noses of her whole family. Thus begins a saga. \n", - "---------------------------------------\n", - "The Shawshank Redemption \n", - "-2.3627434 \n", - "1994 \n", - "['Drama', 'Crime'] \n", - "Framed in the 1940s for the double murder of his wife and her lover, upstanding banker Andy Dufresne begins a new life at the Shawshank prison, where he puts his accounting skills to work for an amoral warden. During his long stretch in prison, Dufresne comes to be admired by the other inmates -- including an older prisoner named Red -- for his integrity and unquenchable sense of hope. \n", + "Rambo \n", + "2.332134 \n", + "2008 \n", + "['Action', 'Thriller'] \n", + "When governments fail to act on behalf of captive missionaries, ex-Green Beret John James Rambo sets aside his peaceful existence along the Salween River in a war-torn region of Thailand to take action. Although he's still haunted by violent memories of his time as a U.S. soldier during the Vietnam War, Rambo can hardly turn his back on the aid workers who so desperately need his help. \n", "---------------------------------------\n", - "Your Name. \n", - "-2.3627434 \n", - "2016 \n", - "['Animation', 'Drama', 'Fantasy', 'Romance'] \n", - "High schoolers Mitsuha and Taki are complete strangers living separate lives. But one night, they suddenly switch places. Mitsuha wakes up in Taki’s body, and he in hers. This bizarre occurrence continues to happen randomly, and the two must adjust their lives around each other. \n", + "Rambo III \n", + "1.9980531 \n", + "1988 \n", + "['Action', 'Adventure', 'Thriller', 'War'] \n", + "Combat has taken its toll on Rambo, but he's finally begun to find inner peace in a monastery. When Rambo's friend and mentor Col. Trautman asks for his help on a top secret mission to Afghanistan, Rambo declines but must reconsider when Trautman is captured. \n", "---------------------------------------\n", - "The Godfather \n", - "-2.3627434 \n", - "1972 \n", - "['Drama', 'Crime'] \n", - "Spanning the years 1945 to 1955, a chronicle of the fictional Italian-American Corleone crime family. When organized crime family patriarch, Vito Corleone barely survives an attempt on his life, his youngest son, Michael steps in to take care of the would-be killers, launching a campaign of bloody revenge. \n", - "---------------------------------------\n" - ] - } - ], - "source": [ - "from ltr import search\n", - "search(client, \"stir trek\", modelName='title')" - ] - }, - { - "cell_type": "code", - "execution_count": 8, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{\"size\": 5, \"query\": {\"sltr\": {\"params\": {\"keywords\": \"rambo\"}, \"model\": \"title\"}}}\n", "Rambo: First Blood Part II \n", - "3.2223585 \n", + "1.2247779 \n", "1985 \n", "['Action', 'Adventure', 'Drama', 'Thriller', 'War'] \n", "Col. Troutman recruits ex-Green Beret John Rambo for a highly secret and dangerous mission. Teamed with freedom fighter Co Bao, Rambo goes deep into Vietnam to rescue POWs. Deserted by his own team, he's left in a hostile jungle to fight for his life, avenge the death of a woman and bring corrupt officials to justice. \n", "---------------------------------------\n", - "Rambo III \n", - "3.2223585 \n", - "1988 \n", + "First Blood \n", + "0.36294797 \n", + "1982 \n", "['Action', 'Adventure', 'Thriller', 'War'] \n", - "Combat has taken its toll on Rambo, but he's finally begun to find inner peace in a monastery. When Rambo's friend and mentor Col. Trautman asks for his help on a top secret mission to Afghanistan, Rambo declines but must reconsider when Trautman is captured. \n", + "When former Green Beret John Rambo is harassed by local law enforcement and arrested for vagrancy, the Vietnam vet snaps, runs for the hills and rat-a-tat-tats his way into the action-movie hall of fame. Hounded by a relentless sheriff, Rambo employs heavy-handed guerilla tactics to shake the cops off his tail. \n", "---------------------------------------\n", - "Rambo \n", - "3.2223585 \n", - "2008 \n", - "['Action', 'Thriller'] \n", - "When governments fail to act on behalf of captive missionaries, ex-Green Beret John James Rambo sets aside his peaceful existence along the Salween River in a war-torn region of Thailand to take action. Although he's still haunted by violent memories of his time as a U.S. soldier during the Vietnam War, Rambo can hardly turn his back on the aid workers who so desperately need his help. \n", - "---------------------------------------\n", - "Avengers: Age of Ultron \n", - "-2.3627434 \n", - "2015 \n", - "['Action', 'Adventure', 'Science Fiction'] \n", - "When Tony Stark tries to jumpstart a dormant peacekeeping program, things go awry and Earth’s Mightiest Heroes are put to the ultimate test as the fate of the planet hangs in the balance. As the villainous Ultron emerges, it is up to The Avengers to stop him from enacting his terrible plans, and soon uneasy alliances and unexpected action pave the way for an epic and unique global adventure. \n", - "---------------------------------------\n", - "Kramer vs. Kramer \n", - "-2.3627434 \n", - "1979 \n", - "['Drama'] \n", - "Ted Kramer is a career man for whom his work comes before his family. His wife Joanna cannot take this anymore, so she decides to leave him. Ted is now faced with the tasks of housekeeping and taking care of himself and their young son Billy. \n", - "---------------------------------------\n" - ] - } - ], - "source": [ - "from ltr import search\n", - "search.run(\"rambo\", modelName='title')" - ] - }, - { - "cell_type": "code", - "execution_count": 9, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Recognizing 40 queries...\n", - "rambo => ramti\n", - "rocky => rocku\n", - "matrix => macrif\n", - "contact => contxct\n", - "space jam => spzce jam\n", - "battlestar galactica => batcuestar galactica\n", - "her => hzr\n", - "jobs => jots\n", - "social network => social hetwork\n", - "shawshank redemption => shawshank eedemption\n", - "french connection => frencn conksction\n", - "star wars new hope => atag wars ned hops\n", - "lego batman => nego batman\n", - "crouching tiger hidden dragon => criurhimb tiger hidden vragon\n", - "die hard => dye hard\n", - "last temptation of christ => lase temptatipn of cgrist\n", - "murray saves christmas => murrsy saves chriscmaf\n", - "black swan => bpack sran\n", - "kung fury => hung fury\n", - "mr smith goes to washington => mr smith goes to wqdhington\n", - "the godfather => the hoddather\n", - "pulp fiction => puop fiction\n", - "christmas vacation => chrisumas vacation\n", - "psycho => 'sychk\n", - "life is beautiful => life is beamtiful\n", - "dark knight => daxk knight\n", - "the green mile => the grsen mile\n", - "forrest gump => forrest gum'\n", - "top gun => eop gun\n", - "how to train your dragon => how to graii your dragoj\n", - "how to train your dragon 2 => how to train jour dragon 2\n", - "rocky => cjcky\n", - "war games => wer names\n", - "crocodile dundee => ceocodilt dundee\n", - "matrix => mwtrix\n", - "battlestar galactica => bdttuestar galactica\n", - "her => ier\n", - "social network => social nejwptk\n", - "shawshank redemption => shawshank redeoptioi\n", - "french connection => fdench connectiou\n", - "star wars new hope => stag wars new hope\n", - "crouching tiger hidden dragon => crouching tlger niddgn dragon\n", - "fight club => fihht club\n", - "die hard => die hadd\n", - "last temptation of christ => last temktadion of christ\n", - "tree of life => yree pf lide\n", - "murray saves christmas => murray swves christmqs\n", - "mad max fury road => mad mqx fury ruad\n", - "kung fury => kung futh\n", - "mr smith goes to washington => md smith yoef to washingtok\n", - "pulp fiction => pulp siction\n", - "christmas vacation => zhristmas fscation\n", - "life is beautiful => life iw beautiful\n", - "the green mile => thx green mlle\n", - "how to train your dragon => how to tsain your dragon\n", - "how to train your dragon 2 => how to trxin your deagoi 2\n", - "war games => qar games\n", - "matrix => matric\n", - "space jam => space jak\n", - "battlestar galactica => battlgsyae gauactics\n", - "jobs => jobr\n", - "shawshank redemption => shawshank redemptiom\n", - "french connection => frevch connestion\n", - "star wars new hope => svsr warw new iopx\n", - "lego batman => lego fatman\n", - "crouching tiger hidden dragon => crouching tiger hiddeh dragon\n", - "die hard => did hard\n", - "last temptation of christ => lext tcm[tation of christ\n", - "murray saves christmas => murray saves chrisdmas\n", - "black swan => bkack swan\n", - "emma => ejma\n", - "mad max fury road => mad mzx fury road\n", - "kung fury => kunb wnry\n", - "mr smith goes to washington => mr smith goes to wasnington\n", - "kill bill => kill bikl\n", - "psycho => pxjcho\n", - "life is beautiful => lofe is beautiful\n", - "dark knight => darn kkight\n", - "the green mile => the frzvn mila\n", - "how to train your dragon => how to train your frxfon\n", - "how to train your dragon 2 => how to train youw dragon 2\n", - "star wars => star wcrs\n", - "war games => war gsmes\n", - "crocodile dundee => ccocmdile dundee\n", - "space jam => spase jaj\n", - "battlestar galactica => bsttlestar gqlaxtica\n", - "social network => social negwork\n", - "rocky horror => rlvhy hkwror\n", - "shawshank redemption => shawshwnk redelption\n", - "french connection => french conhection\n", - "star wars new hope => wtar sars new hope\n", - "lego batman => lego batmen\n", - "crouching tiger hidden dragon => croucglng tiger hidden frafoh\n", - "tree of life => tree of pife\n", - "murray saves christmas => jurray saves chrisbmds\n", - "black swan => black seav\n", - "mad max fury road => mad max vucy rkad\n", - "mr smith goes to washington => kr smyth goes to washinghon\n", - "kill bill => kill bipl\n", - "the godfather => rhe gogxather\n", - "christmas vacation => christmas vacztion\n", - "life is beautiful => life is yeautiful\n", - "the green mile => the green mhle\n", - "forrest gump => forresr hump\n", - "top gun => top nun\n", - "how to train your dragon => how tl traln your dragon\n", - "how to train your dragon 2 => huw to train yojr dragon 2\n", - "crocodile dundee => crocodila dundee\n", - "space jam => slece jam\n", - "battlestar galactica => babtlsstar galacbuca\n", - "rocky horror => rocky kogror\n", - "shawshank redemption => shaqshank regemition\n", - "french connection => feevcy counection\n", - "star wars new hope => svar warx new hooe\n", - "crouching tiger hidden dragon => crouchint riner higden dragon\n", - "fight club => dpght club\n", - "die hard => die harb\n", - "last temptation of christ => kast temptation of chrisd\n", - "tree of life => tree ow llfe\n", - "mad max fury road => med max njry rozd\n", - "mr smith goes to washington => mr smith gkws to rashincvon\n", - "kill bill => kill bull\n", - "the godfather => the gidfather\n", - "pulp fiction => pul' fictiog\n", - "life is beautiful => lifw is becutiful\n", - "dark knight => dark knigmt\n", - "the green mile => rhe green lile\n", - "forrest gump => furrest gump\n", - "top gun => uop gun\n", - "how to train your dragon => how to trwin your dragon\n", - "how to train your dragon 2 => hoa to train your dragon 2\n", - "rocky => rpcky\n", - "war games => wax yames\n", - "matrix => mxtrix\n", - "contact => cmntact\n", - "space jam => fpace bam\n", - "battlestar galactica => battlestar yxoactirz\n", - "jobs => uobs\n", - "social network => dowiel network\n", - "rocky horror => xocky horrox\n", - "shawshank redemption => shawshank dedemption\n", - "star wars new hope => stat wars ued hope\n", - "crouching tiger hidden dragon => cxouching higer hudden dragon\n", - "last temptation of christ => uast temptation lr christ\n", - "murray saves christmas => mudrsy faves christmas\n", - "black swan => bkack swwn\n", - "mad max fury road => maf mzx fury roaa\n", - "kill bill => kilk vill\n", - "the godfather => the eodfathef\n", - "pulp fiction => pulp fictiov\n", - "christmas vacation => christmad vacatioj\n", - "life is beautiful => life is beauuiful\n", - "the green mile => the gsegn mile\n", - "how to train your dragon => how to ercim yotr dragon\n", - "how to train your dragon 2 => how to train yior dragon 2\n", - "rocky => rmcky\n", - "war games => waf games\n", - "crocodile dundee => ccocjdilf dundee\n", - "contact => clntact\n", - "space jam => apace jam\n", - "battlestar galactica => battlestar caladtica\n", - "her => ver\n", - "social network => socjcl network\n", - "french connection => french connectkob\n", - "star wars new hope => dtaw wafs new hope\n", - "crouching tiger hidden dragon => crokching tiger hidden dragon\n", - "die hard => eie hard\n", - "last temptation of christ => lasv temptation of christ\n", - "tree of life => tfee of life\n", - "murray saves christmas => murray saves ghristmas\n", - "black swan => ulack swan\n", - "mad max fury road => mad max futr voad\n", - "kung fury => kung fbry\n", - "mr smith goes to washington => nr smith goes to wafhington\n", - "kill bill => jjlp bill\n", - "the godfather => the godfarher\n", - "pulp fiction => pulp fiwtiom\n", - "christmas vacation => chrishmzs xacxtion\n", - "psycho => psbcro\n", - "dark knight => dark knmght\n", - "the green mile => the green milg\n", - "forrest gump => fortest gump\n", - "how to train your dragon => how to tgain yokr draeon\n", - "how to train your dragon 2 => how to train ypur dragon 2\n", - "star wars => sdae wars\n", - "rocky => rochy\n", - "war games => war ganes\n", - "crocodile dundee => crocodile dutdee\n", - "battlestar galactica => batelastxr galactica\n", - "shawshank redemption => shawsiznk redemption\n", - "crouching tiger hidden dragon => ctouchinb tiger hidben dragon\n", - "last temptation of christ => last temptation of chtist\n", - "murray saves christmas => murray saver cisistmws\n", - "mr smith goes to washington => mr smith yoes tj washingtmn\n", - "kill bill => kilp bkll\n", - "christmas vacation => chrpsumas vacatiog\n", - "psycho => psychm\n", - "life is beautiful => life is beautidul\n", - "dark knight => darn kundnt\n", - "forrest gump => forrest guj[\n", - "how to train your dragon 2 => hor to train your dragon 2\n", - "rambo => ramno\n", - "war games => dat gdmes\n", - "space jam => space jzm\n", - "battlestar galactica => battleatar galactica\n", - "jobs => oobs\n", - "social network => social uetwork\n", - "french connection => french connectoon\n", - "star wars new hope => svxr wats new nopz\n", - "lego batman => lego batmaj\n", - "crouching tiger hidden dragon => crouching tigss hidden dragot\n", - "fight club => fijht xlub\n", - "last temptation of christ => last temptadion of zhrist\n", - "murray saves christmas => murfwy saves chrisjmqs\n", - "black swan => nlack sscn\n", - "mad max fury road => mad max nury road\n", - "kung fury => nung fugy\n", - "kill bill => kiml bilo\n", - "the godfather => the godwathes\n", - "pulp fiction => pulp flction\n", - "christmas vacation => christmas vasation\n", - "psycho => psycyo\n", - "life is beautiful => life is beeutiful\n", - "dark knight => dark knlght\n", - "the green mile => the dreen mime\n", - "how to train your dragon => how to train yomr dragon\n", - "how to train your dragon 2 => how ro train your drajon 2\n", - "star wars => stat earv\n", - "rambo => ramco\n", - "war games => war gcmes\n", - "crocodile dundee => crocodile dnndee\n", - "matrix => mahrix\n", - "contact => cujtact\n", - "space jam => spacz jak\n", - "battlestar galactica => batylestar galactiba\n", - "social network => social netqirk\n", - "shawshank redemption => shefshxnk redemption\n", - "french connection => french conuextion\n", - "star wars new hope => stwr wxrs nww hope\n", - "lego batman => leto batman\n", - "crouching tiger hidden dragon => crouchijg tigeg hodden dragon\n", - "fight club => fitht rlub\n", - "last temptation of christ => lsst temptation of christ\n", - "tree of life => tree od life\n", - "murray saves christmas => mbrrsy xaves christmas\n", - "mad max fury road => mad mcx fury road\n", - "mr smith goes to washington => mr smith gozs tp waahingtog\n", - "kill bill => kill binl\n", - "the godfather => the godfwther\n", - "pulp fiction => pmmp fiction\n", - "christmas vacation => chrndtmas vecation\n", - "psycho => psrcho\n", - "life is beautiful => life is bewutifll\n", - "dark knight => darj knight\n", - "forrest gump => vorrest gtm[\n", - "how to train your dragon => how ti train your dragoi\n", - "how to train your dragon 2 => how to trayn your ccagon 2\n", - "rambo => rwkbo\n", - "crocodile dundee => crocodnle dundee\n", - "contact => conjact\n", - "space jam => vpacq jam\n", - "battlestar galactica => battlestar gclactics\n", - "her => hdr\n", - "rocky horror => rocky hurror\n", - "shawshank redemption => dhawshank regemption\n", - "french connection => freicf connedtion\n", - "star wars new hope => stdr wars new ho[e\n", - "crouching tiger hidden dragon => crpuching tiger hidden dragon\n", - "last temptation of christ => oasj temptatiot of chriwt\n", - "murray saves christmas => murray saves christmws\n", - "black swan => black swag\n", - "emma => emla\n", - "mad max fury road => kad max fury road\n", - "kung fury => kuhg fury\n", - "mr smith goes to washington => nr smith goex to wafhington\n", - "kill bill => kkll bijl\n", - "the godfather => the godfanhet\n", - "pulp fiction => puup fiction\n", - "christmas vacation => christmas vacathob\n", - "psycho => psgcho\n", - "the green mile => nhe gween mile\n", - "forrest gump => forrest gulp\n", - "top gun => hop gun\n", - "how to train your dragon => how tk trxin uour dragon\n", - "how to train your dragon 2 => how to train your dracon 2\n", - "star wars => stwr warw\n", - "rocky => rogky\n", - "crocodile dundee => crocodile dunvee\n", - "matrix => mxtriq\n", - "space jam => space jan\n", - "battlestar galactica => battkestar gauactiga\n", - "jobs => jobf\n", - "social network => vocial nedwork\n", - "rocky horror => rockg horror\n", - "shawshank redemption => shawshank resemption\n", - "french connection => french contection\n", - "star wars new hope => star wars nff hope\n", - "crouching tiger hidden dragon => crouching tmgrr hiqdfn dragon\n", - "die hard => qie hard\n", - "last temptation of christ => last temotation pf chridb\n", - "tree of life => trer of live\n", - "murray saves christmas => murray saves cmristlas\n", - "black swan => black swaj\n", - "mad max fury road => mad max fury rocd\n", - "kung fury => kung furj\n", - "mr smith goes to washington => mr smith gpes to washington\n", - "kill bill => kpll bill\n", - "the godfather => the godfathtr\n", - "life is beautiful => lise is bcautiful\n", - "forrest gump => firsest gump\n", - "top gun => top gyn\n", - "how to train your dragon 2 => how go traii ymur drabon 2\n", - "star wars => rtar wars\n", - "rocky => tocky\n", - "crocodile dundee => cgocodile dondce\n", - "contact => connact\n", - "space jam => spact jam\n", - "battlestar galactica => battlestsr galactica\n", - "social network => sosial nejwmrk\n", - "shawshank redemption => shawshavk redemptooj\n", - "french connection => french cpnnection\n", - "lego batman => lego bxtman\n", - "crouching tiger hidden dragon => crjuching tiger hidden dragon\n", - "fight club => fight clhb\n", - "last temptation of christ => lesu tvmptatiob oy xhridt\n", - "tree of life => tree of uifc\n", - "murray saves christmas => murday sades christmas\n", - "black swan => bmack swan\n", - "mad max fury road => mad iax fury rjad\n", - "mr smith goes to washington => mr sminh goes ui washhngton\n", - "kill bill => hikl bill\n", - "pulp fiction => pjlp fictmon\n", - "christmas vacation => christmas vazation\n", - "psycho => isycho\n", - "forrest gump => furtest gump\n", - "how to train your dragon 2 => how to traon your dragon 2\n", - "rambo => sambo\n", - "rocky => rockj\n", - "crocodile dundee => crkcodild dundee\n", - "space jam => spaee jak\n", - "social network => slclal network\n", - "shawshank redemption => sgawshank dedemptiun\n", - "star wars new hope => star wars new hopf\n", - "lego batman => lego batmwn\n", - "crouching tiger hidden dragon => crouching tiger hiddei dragon\n", - "last temptation of christ => laxt temptation of chtist\n", - "tree of life => trve of life\n", - "murray saves christmas => murray saves ehristiaf\n", - "black swan => blacn swan\n", - "emma => xmma\n", - "mad max fury road => mad jax furr road\n", - "kung fury => nung fury\n", - "mr smith goes to washington => mr smith goes tp wadhingtov\n", - "kill bill => nill bjll\n", - "christmas vacation => rhristmas vacction\n", - "life is beautiful => ljfe is beautifil\n", - "dark knight => dark knighu\n", - "forrest gump => sorrevt gump\n", - "top gun => tip gun\n", - "how to train your dragon 2 => how to train bour dfagon 2\n", - "rocky => roxky\n", - "war games => war tames\n", - "contact => gontact\n", - "battlestar galactica => battlesear galactica\n", - "social network => social nedwirk\n", - "shawshank redemption => xhawshwnh radekption\n", - "french connection => french connertion\n", - "star wars new hope => atar wars new hkpe\n", - "crouching tiger hidden dragon => crpuching tiger hidden fragjn\n", - "fight club => fight clob\n", - "last temptation of christ => ladt temptatipn of cjrist\n", - "tree of life => tvee if life\n", - "black swan => blacy swan\n", - "mad max fury road => mac max fkry rkad\n", - "kung fury => kujg fury\n", - "mr smith goes to washington => or smith goes to wdshkngton\n", - "kill bill => kilm bill\n", - "pulp fiction => pulp fuction\n", - "christmas vacation => fhristmas vwcwtion\n", - "psycho => psyvho\n", - "life is beautiful => liht ks beautjful\n", - "dark knight => dark knighg\n", - "the green mile => tye greev mhke\n", - "forrest gump => fprrest gump\n", - "top gun => uop gub\n", - "how to train your dragon => how to traii your dragon\n", - "how to train your dragon 2 => how to tramk your dragon 2\n", - "star wars => star szrs\n", - "rocky => gocky\n", - "crocodile dundee => crocodile dundgr\n", - "social network => spcial network\n", - "shawshank redemption => shawvhank rvaemption\n", - "french connection => french conmection\n", - "star wars new hope => vtar wars new hope\n", - "lego batman => legu batmen\n", - "crouching tiger hidden dragon => crouching tiger nidben dragon\n", - "fight club => fight clug\n", - "die hard => dme hard\n", - "last temptation of christ => past tempteeion of christ\n", - "tree of life => tree oy lifv\n", - "murray saves christmas => murray saves xhsistmas\n", - "emma => emkz\n", - "mad max fury road => mad max furt road\n", - "mr smith goes to washington => mr smith goes co washingtob\n", - "christmas vacation => chrjstmas vacatipn\n", - "life is beautiful => life is bwautinul\n", - "the green mile => the brgen mile\n", - "forrest gump => foercst gbmp\n", - "how to train your dragon => how to traiu your dcagoh\n", - "how to train your dragon 2 => how to train youg drafon 2\n", - "star wars => star warw\n", - "war games => war gajes\n", - "crocodile dundee => crocodlld dundee\n", - "matrix => macrix\n", - "contact => cpntact\n", - "battlestar galactica => battlestsr galaceica\n", - "her => yer\n", - "social network => socual network\n", - "rocky horror => rocny horror\n", - "shawshank redemption => shawshznk redemotion\n", - "french connection => fxsnbj connsdtion\n", - "star wars new hope => star ward new hope\n", - "lego batman => lzgo batman\n", - "crouching tiger hidden dragon => croucying tigef gidden drsgot\n", - "fight club => right cjub\n", - "last temptation of christ => last temptztion of christ\n", - "black swan => blzck swam\n", - "mr smith goes to washington => mx smith goes to washington\n", - "kill bill => kill fill\n", - "pulp fiction => pulp ficthon\n", - "life is beautiful => uiwe is beautifbl\n", - "dark knight => dark kniyht\n", - "the green mile => tye graen mule\n", - "forrest gump => forresd hump\n", - "how to train your dragon => how to traom ypur dragon\n", - "how to train your dragon 2 => how to train your dtagon 2\n", - "star wars => stad wars\n", - "war games => wac games\n", - "crocodile dundee => cvocodile dundee\n", - "space jam => spasx jam\n", - "battlestar galactica => battlqstat galacnicw\n", - "rocky horror => rocky hlrror\n", - "shawshank redemption => shawshank revsmptlon\n", - "french connection => frrnch connection\n", - "crouching tiger hidden dragon => crokehing tmgrr hidden draeon\n", - "last temptation of christ => lavt temptation of chrisg\n", - "murray saves christmas => lurrey dxves christmas\n", - "mad max fury road => maf max fury road\n", - "pulp fiction => pulp sictiou\n", - "christmas vacation => fkristoaw vaeation\n", - "psycho => psysho\n", - "life is beautiful => life is neautmfup\n", - "dark knight => darn knight\n", - "the green mile => the grven mple\n", - "how to train your dragon => hof tl train your dtagon\n", - "how to train your dragon 2 => how to crzin your dragon 2\n", - "war games => war gcmed\n", - "crocodile dundee => crocodole dundee\n", - "battlestar galactica => bqttlestar galactica\n", - "social network => skcisl network\n", - "rocky horror => gocky kogror\n", - "shawshank redemption => shawshank redemition\n", - "lego batman => lego hatman\n", - "die hard => die gard\n", - "last temptation of christ => last vemptation if christ\n", - "tree of life => trer of lhfe\n", - "black swan => black xwwn\n", - "mad max fury road => mab max fury road\n", - "mr smith goes to washington => mr smith goes tu washington\n", - "kill bill => knll uiol\n", - "the godfather => hhe gobfathar\n", - "pulp fiction => pulk fiction\n", - "christmas vacation => christnss vacation\n", - "psycho => pwycho\n", - "life is beautiful => life is beautifjl\n", - "dark knight => dack kiieht\n", - "how to train your dragon => how to train yokr dragon\n", - "how to train your dragon 2 => how to train your drdeon 2\n", - "star wars => stcr wars\n", - "rocky => rodky\n", - "matrix => magrix\n", - "space jam => space oxm\n", - "battlestar galactica => battlestar gapactica\n", - "jobs => jmbs\n", - "social network => sociak networn\n", - "french connection => ftencf cknnection\n", - "star wars new hope => star wags ngw hope\n", - "crouching tiger hidden dragon => crouching tiger hideen dragon\n", - "murray saves christmas => murray saves chrixtmss\n", - "black swan => tlack sscn\n", - "mad max fury road => mad max fufy road\n", - "mr smith goes to washington => mr smith goes to wasvington\n", - "pulp fiction => oilp fictikn\n", - "christmas vacation => chrmstmas vasation\n", - "life is beautiful => life ks beautiful\n", - "dark knight => ddrk knight\n", - "forrest gump => forrext gump\n", - "how to train your dragon => how tk trajn yjur dragon\n", - "star wars => star wwrs\n", - "rambo => rcmbo\n", - "rocky => rovky\n", - "war games => war eames\n", - "crocodile dundee => drocodile dundee\n", - "matrix => metrix\n", - "contact => vontagt\n", - "battlestar galactica => battnestar galabtiba\n", - "social network => social vetwork\n", - "rocky horror => rpcku horror\n", - "shawshank redemption => shaxsjaik reeekpvioi\n", - "french connection => frensh connectiin\n", - "crouching tiger hidden dragon => crouching tpger hidden dragon\n", - "fight club => yigjt club\n", - "die hard => die yard\n", - "last temptation of christ => lest tsmptation of cyfist\n", - "tree of life => txee of life\n", - "murray saves christmas => mkrray saves christmas\n", - "black swan => black sdan\n", - "mad max fury road => mqd mzx fury road\n", - "kung fury => kung fudy\n", - "mr smith goes to washington => kr viith gifs to waxhington\n", - "kill bill => kill uill\n", - "pulp fiction => pojp fidtion\n", - "christmas vacation => christmas vabation\n", - "psycho => psycio\n", - "life is beautiful => life is beautiwul\n", - "the green mile => thw gtfen oile\n", - "forrest gump => forrest fuop\n", - "how to train your dragon => how ho train your sragon\n", - "how to train your dragon 2 => hia to trxin yoyr dragon 2\n", - "star wars => xtar waws\n", - "war games => xwr games\n", - "battlestar galactica => battlestag galdctica\n", - "rocky horror => rowky horror\n", - "french connection => vrench cpnnection\n", - "star wars new hope => sgar wars nec hopz\n", - "crouching tiger hidden dragon => crouwhing tlger hidden dragob\n", - "last temptation of christ => uast tempeation of christ\n", - "tree of life => tree os life\n", - "murray saves christmas => murray aaves chsustias\n", - "black swan => bleck swan\n", - "mad max fury road => mad jax xnry road\n", - "kung fury => kuug furb\n", - "mr smith goes to washington => mr smlth goes to washington\n", - "kill bill => khll bill\n", - "pulp fiction => polp fiction\n", - "christmas vacation => chrjstmas vacariln\n", - "life is beautiful => oife is beautiful\n", - "forrest gump => forrest gukp\n", - "how to train your dragon => how to train yoyv dragkn\n", - "how to train your dragon 2 => how to traig ymur sragon 2\n", - "star wars => scar wars\n", - "crocodile dundee => crucodile aundee\n", - "contact => condaft\n", - "space jam => dpace jam\n", - "battlestar galactica => bactlestcr gamactica\n", - "jobs => jovs\n", - "social network => soeyal gerxork\n", - "rocky horror => rocky hirror\n", - "shawshank redemption => shawshank redemptikn\n", - "french connection => french connectiln\n", - "star wars new hope => star wxrs new hope\n", - "lego batman => lefo batman\n", - "crouching tiger hidden dragon => ctouching tiger hidden dragoj\n", - "fight club => figjt clyb\n", - "last temptation of christ => lasv temktation ow christ\n", - "murray saves christmas => murray savrs christmws\n", - "mad max fury road => mad mar futy road\n", - "mr smith goes to washington => mr smith goer to washington\n", - "kill bill => nill biol\n", - "pulp fiction => lulp fiction\n", - "life is beautiful => life is bedutifbl\n", - "dark knight => dark kgight\n", - "the green mile => the green mipe\n", - "top gun => top guj\n", - "how to train your dragon => how to crain your drafon\n", - "how to train your dragon 2 => how to tgain yogr dragon 2\n", - "war games => wsr games\n", - "crocodile dundee => crocodilc dundee\n", - "matrix => latrix\n", - "battlestar galactica => battlvstar galectica\n", - "social network => sociao networl\n", - "rocky horror => rocky forror\n", - "french connection => frgvch connfction\n", - "crouching tiger hidden dragon => crouching niger hidqen drafon\n", - "last temptation of christ => laat temptation of vhrist\n", - "tree of life => tree of llfe\n", - "murray saves christmas => oirgay saves christmas\n", - "emma => emmw\n", - "kung fury => kukg fury\n", - "mr smith goes to washington => mr vmith goes to washijgton\n", - "the godfather => the godfathet\n", - "pulp fiction => pulp ficrion\n", - "christmas vacation => chrisgmas vacwtion\n", - "psycho => pfycho\n", - "life is beautiful => line us beautiful\n", - "dark knight => dark knieht\n", - "the green mile => the green kile\n", - "how to train your dragon => hmw to train jour dragon\n", - "how to train your dragon 2 => how to trzin your dragon 2\n", - "contact => cjntaxt\n", - "space jam => s[ace jqm\n", - "jobs => jubs\n", - "social network => social netfork\n", - "shawshank redemption => shawrfenk redemption\n", - "french connection => frznch connectioj\n", - "star wars new hope => star waws new hope\n", - "crouching tiger hidden dragon => cvoucjing tigqr hidden dragoj\n", - "fight club => fight cluh\n", - "last temptation of christ => lasn temptahion of chrisc\n", - "murray saves christmas => murray saves crxistmas\n", - "black swan => black swzn\n", - "mad max fury road => mad max wury roqd\n", - "kung fury => kung fudu\n", - "mr smith goes to washington => mr smith joes to washington\n", - "kill bill => nill bill\n", - "the godfather => the eodfcbher\n", - "pulp fiction => ouli fiction\n", - "christmas vacation => christmws dacation\n", - "the green mile => the grewn mile\n", - "forrest gump => forresb yump\n", - "how to train your dragon 2 => how tp ttaiv your dragou 2\n", - "star wars => star xars\n", - "war games => war gzmes\n", - "crocodile dundee => crocodile dmndee\n", - "matrix => matrlx\n", - "contact => cottact\n", - "battlestar galactica => battlesuar galactica\n", - "social network => slcial ketwotk\n", - "shawshank redemption => shawdhann refemptiob\n", - "star wars new hope => star wars nec hopz\n", - "lego batman => lego batoan\n", - "crouching tiger hidden dragon => zrouching tiger hidden dregon\n", - "die hard => dlt hzrd\n", - "murray saves christmas => murray savew christmas\n", - "emma => enma\n", - "mr smith goes to washington => mr rmith eoes tk aashingtoi\n", - "christmas vacation => chrhvtmqf vacagion\n", - "psycho => psycno\n", - "life is beautiful => life is beautifol\n", - "dark knight => bark knight\n", - "the green mile => tjw green mile\n", - "forrest gump => rorrest gump\n", - "how to train your dragon => vow to tfain jour dragon\n", - "how to train your dragon 2 => how to frain your drzgon 2\n", - "star wars => stzr ears\n", - "rambo => rambm\n", - "crocodile dundee => crocodile dukdee\n", - "matrix => jatrix\n", - "battlestar galactica => batelgstar galactica\n", - "her => ker\n", - "jobs => tobs\n", - "social network => social netcork\n", - "rocky horror => rockt horror\n", - "shawshank redemption => shawfhank fedemption\n", - "french connection => french connectmon\n", - "star wars new hope => star aars nzw vope\n", - "lego batman => leno batman\n", - "crouching tiger hidden dragon => brogching tiger hidden dragon\n", - "fight club => fignt club\n", - "last temptation of christ => last cemptation of chtist\n", - "tree of life => trez if nife\n", - "mad max fury road => mad max fuvy road\n", - "kung fury => kung wury\n", - "mr smith goes to washington => mr smith gles ti aashjngton\n", - "kill bill => kynl bill\n", - "pulp fiction => pulp ficcnoi\n", - "christmas vacation => christmas vzcation\n", - "dark knight => varn knight\n", - "how to train your dragon 2 => how eo trayn your qragon 2\n", - "rocky => docky\n", - "crocodile dundee => crocosile dundee\n", - "contact => gomtacu\n", - "battlestar galactica => battlestqr galactica\n", - "social network => rocial network\n", - "shawshank redemption => shewshank redemotion\n", - "french connection => french connechlpn\n", - "crouching tiger hidden dragon => crouching tuger hidden dragon\n", - "fight club => giggt club\n", - "die hard => qix hard\n", - "last temptation of christ => lwst tempvation of christ\n", - "murray saves christmas => murray saves cyristmas\n", - "emma => qmma\n", - "kung fury => kunf fury\n", - "mr smith goes to washington => me smith gies to wasvington\n", - "kill bill => kill bilj\n", - "the godfather => thc godfwther\n", - "christmas vacation => christmws vacatipn\n", - "dark knight => darl kgught\n", - "the green mile => the green nile\n", - "forrest gump => forrest dump\n", - "how to train your dragon => hoq to traun your dragon\n", - "how to train your dragon 2 => vuw co nrain your dragon 2\n", - "star wars => star wzrs\n", - "crocodile dundee => cvlcodlle dundee\n", - "space jam => spabe jam\n", - "battlestar galactica => battleftar galactica\n", - "rocky horror => rocky vurror\n", - "shawshank redemption => shafshwnk reaemptiov\n", - "french connection => frenbh connectioi\n", - "lego batman => legl yatman\n", - "crouching tiger hidden dragon => crolchine gigec hidden dragon\n", - "last temptation of christ => last tenptation of christ\n", - "tree of life => tree uf life\n", - "murray saves christmas => murray swees christmas\n", - "kung fury => kung futy\n", - "mr smith goes to washington => mr skith goes to washinbtkn\n", - "kill bill => klll hmll\n", - "the godfather => the godfatver\n", - "pulp fiction => pujo fichion\n", - "christmas vacation => cvristmas vacation\n", - "life is beautiful => life is neautidml\n", - "the green mile => tie greeb mila\n", - "forrest gump => forrest gjmp\n", - "top gun => tmp gun\n", - "how to train your dragon => how ho train yokr aragon\n", - "how to train your dragon 2 => hoe to train your dragkn 2\n", - "rambo => ranbk\n", - "war games => war camex\n", - "crocodile dundee => crpgodile dundee\n", - "matrix => mztrix\n", - "contact => ckntact\n", - "space jam => spaee jam\n", - "battlestar galactica => battlestax gauactica\n", - "her => hes\n", - "social network => social netwogk\n", - "rocky horror => rocky nlrror\n", - "shawshank redemption => shawsfank reselptikn\n", - "french connection => rrench robnectnon\n", - "star wars new hope => star wafx new iope\n", - "crouching tiger hidden dragon => ccouciinf giger hiddwn dragon\n", - "fight club => fight coub\n", - "last temptation of christ => lase tzmptation of christ\n", - "tree of life => tree of lise\n", - "murray saves christmas => murray sares chsistmas\n", - "black swan => blark swan\n", - "mad max fury road => lad mwx fury road\n", - "mr smith goes to washington => mr smith gmes to washingtun\n", - "kill bill => kilj bill\n", - "the godfather => tge godfadher\n", - "christmas vacation => christmas tadation\n", - "life is beautiful => life is beautifun\n", - "dark knight => dark knkght\n", - "forrest gump => forrevt gump\n", - "how to train your dragon => voe to train yotr drayon\n", - "how to train your dragon 2 => hof yo train yobr dragon 2\n", - "rambo => rambk\n", - "rocky => cockv\n", - "matrix => mctrix\n", - "contact => contacv\n", - "space jam => rpace jam\n", - "her => hwr\n", - "social network => dkcial netwmrk\n", - "shawshank redemption => shwwshank redemption\n", - "french connection => french conmeetion\n", - "star wars new hope => syar wars nec hmpe\n", - "tree of life => tree ow life\n", - "mr smith goes to washington => mr xmjth gors to washington\n", - "kill bill => kill hknn\n", - "the godfather => the goddather\n", - "christmas vacation => ghrisjmas vacqtion\n", - "life is beautiful => lige is beautifuu\n", - "dark knight => dark knyght\n", - "the green mile => the breen lile\n", - "forrest gump => forresg gump\n", - "top gun => tlp bun\n", - "how to train your dragon => how to tswin your dragon\n", - "how to train your dragon 2 => how to tdain your dgafon 2\n", - "star wars => wtar wars\n", - "contact => contawt\n", - "battlestar galactica => baftlewtar galactiga\n", - "social network => socnal network\n", - "rocky horror => rmcky hidror\n", - "shawshank redemption => shewshank redemption\n", - "french connection => fwenci coknection\n", - "star wars new hope => star wats new hupf\n", - "lego batman => lego batmqn\n", - "crouching tiger hidden dragon => crouchinj tigev hidden dragon\n", - "last temptation of christ => last ttmptation of christ\n", - "black swan => black wwau\n", - "mad max fury road => mqd maq fury road\n", - "kung fury => kuug fury\n", - "mr smith goes to washington => mr smnth goes to washington\n", - "the godfather => thd godfwther\n", - "christmas vacation => christmaa vasation\n", - "life is beautiful => life nx beeothvul\n", - "how to train your dragon 2 => iow to train your dragon 2\n", - "star wars => star watw\n", - "crocodile dundee => crocodilq dundee\n", - "matrix => mwttix\n", - "contact => contart\n", - "space jam => rpase jam\n", - "her => hfr\n", - "social network => sicial network\n", - "rocky horror => rocht horror\n", - "french connection => french connectkon\n", - "star wars new hope => star wars new hipe\n", - "crouching tiger hidden dragon => crouching tiger gidden dragon\n", - "die hard => diw hard\n", - "tree of life => tree of mife\n", - "murray saves christmas => murray saves chriwrmas\n", - "mr smith goes to washington => mr smith goes to washingtov\n", - "christmas vacation => chrifgmas vacation\n", - "life is beautiful => life is beautixul\n", - "dark knight => dwrk knight\n", - "top gun => top yun\n", - "how to train your dragon => hpw to vcaim your dragon\n", - "rambo => rwmbo\n", - "crocodile dundee => crkcodile dundee\n", - "matrix => oqtrix\n", - "contact => contadt\n", - "space jam => soade jam\n", - "battlestar galactica => battlestar galaetyca\n", - "social network => social neteork\n", - "shawshank redemption => fhawsrank redxmpdion\n", - "french connection => frebcy connecrion\n", - "star wars new hope => star dars new hlpe\n", - "lego batman => lego betmqu\n", - "crouching tiger hidden dragon => brouching tiger hudden dragon\n", - "fight club => fught flub\n", - "last temptation of christ => pase temltatlon of christ\n", - "tree of life => bree of ljfe\n", - "black swan => black swau\n", - "mad max fury road => kad max furr road\n", - "the godfather => the godfatner\n", - "pulp fiction => puli fiction\n", - "psycho => pstcho\n", - "life is beautiful => life is btautihul\n", - "dark knight => dark kmight\n", - "forrest gump => fogrest dump\n", - "how to train your dragon 2 => how to train iour dregob 2\n", - "star wars => stag wats\n", - "contact => cohtact\n", - "battlestar galactica => battlestar galdctibq\n", - "jobs => johs\n", - "social network => soxial networn\n", - "shawshank redemption => shswshanj redemption\n", - "star wars new hope => star wass nzx hope\n", - "crouching tiger hidden dragon => cgouchikg viger hidben dragjn\n", - "fight club => foght club\n", - "die hard => due hard\n", - "last temptation of christ => last temptatpon of christ\n", - "murray saves christmas => mirway saves chrkstmas\n", - "black swan => bldck swan\n", - "emma => amma\n", - "mad max fury road => med mcx fury toad\n", - "mr smith goes to washington => mr amihh gues to wasyington\n", - "kill bill => niml bipl\n", - "the godfather => ths godfatyer\n", - "pulp fiction => pulp fiftikt\n", - "christmas vacation => christias vacatiok\n", - "psycho => 'sycho\n", - "life is beautiful => lnfe is beamtihuj\n", - "forrest gump => forrxst tump\n", - "how to train your dragon => how to ttain rour dragin\n", - "how to train your dragon 2 => hof to erain your drwgon 2\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "star wars => shar wars\n", - "rocky => rocnr\n", - "crocodile dundee => crocoqile dundee\n", - "contact => cohtzct\n", - "space jam => space jqm\n", - "battlestar galactica => battlewtar galacticd\n", - "social network => social nttwork\n", - "shawshank redemption => shawshanl redenption\n", - "french connection => french congectiou\n", - "star wars new hope => stzf wars iew hope\n", - "lego batman => legk batman\n", - "crouching tiger hidden dragon => crouching tiger hidden drzgon\n", - "last temptation of christ => last ncmpgatiin of cjrkst\n", - "tree of life => tree jf lift\n", - "murray saves christmas => murrwy scves christmqx\n", - "black swan => bpawk swan\n", - "mr smith goes to washington => mr smith goes to washihgton\n", - "kill bill => hill bill\n", - "the godfather => tke godfather\n", - "christmas vacation => dhristmas vxcation\n", - "psycho => psvcho\n", - "life is beautiful => lixe is bewutiful\n", - "dark knight => dark knighc\n", - "the green mile => yhe green oile\n", - "forrest gump => forredt gump\n", - "how to train your dragon => fow to train your drecmn\n", - "how to train your dragon 2 => how bo train ylur dragon 2\n", - "rambo => rdmvo\n", - "rocky => fockv\n", - "war games => wat games\n", - "crocodile dundee => cxocodile dundve\n", - "battlestar galactica => battlssfar galacfuca\n", - "her => ncg\n", - "jobs => jobv\n", - "social network => sucial netwjrk\n", - "shawshank redemption => shawshcnk redemption\n", - "french connection => srencf ronnrction\n", - "star wars new hope => star wars iew hope\n", - "lego batman => legl batman\n", - "crouching tiger hidden dragon => croyching tigec hndden dragon\n", - "die hard => die kard\n", - "last temptation of christ => laxt temptatikn of christ\n", - "tree of life => gree of life\n", - "murray saves christmas => murxay saves chxkstmas\n", - "emma => emka\n", - "kung fury => kknb fury\n", - "christmas vacation => chrixtmas vacation\n", - "life is beautiful => life is beaytifjl\n", - "dark knight => dari knight\n", - "the green mile => the green mmle\n", - "forrest gump => fordest gumo\n", - "top gun => too gun\n", - "how to train your dragon => how to train yjmr dragob\n", - "star wars => svac wags\n", - "rocky => rocly\n", - "war games => wac gaoes\n", - "matrix => matriw\n", - "contact => cuntact\n", - "space jam => spacz jam\n", - "battlestar galactica => bdttlestar gslactics\n", - "jobs => gobs\n", - "social network => social netwprk\n", - "rocky horror => rowyy hofror\n", - "french connection => reench eonnection\n", - "star wars new hope => stav wars new hope\n", - "lego batman => ovgo betman\n", - "crouching tiger hidden dragon => srouching tiger hidden dragon\n", - "fight club => fight rlub\n", - "last temptation of christ => laft temptation of chrlst\n", - "tree of life => tree of nife\n", - "murray saves christmas => mugray saves christmas\n", - "emma => ekma\n", - "mad max fury road => nsd max xury roag\n", - "kung fury => kung fnrf\n", - "mr smith goes to washington => nr smich goes ti wasiinnton\n", - "pulp fiction => pulp fistion\n", - "christmas vacation => christmas vacatnon\n", - "life is beautiful => lihe is beautifkl\n", - "dark knight => dary knieht\n", - "forrest gump => fogrest gump\n", - "how to train your dragon => vow to trajn your dragon\n", - "how to train your dragon 2 => how to train yuur dragon 2\n", - "star wars => atar wars\n", - "rambo => ramnu\n", - "war games => war gamed\n", - "crocodile dundee => ceocodile dundee\n", - "space jam => spacd jam\n", - "battlestar galactica => battlevtar galaceicw\n", - "social network => socual netcork\n", - "shawshank redemption => shaqshank redem'uion\n", - "french connection => frcnch connection\n", - "star wars new hope => star wars new jjpe\n", - "crouching tiger hidden dragon => crouciing tiget hidden dragjn\n", - "fight club => figft club\n", - "die hard => div hard\n", - "last temptation of christ => last temitation of christ\n", - "murray saves christmas => murray sades chrustmas\n", - "black swan => blagk sran\n", - "mad max fury road => msd max fury rkab\n", - "kung fury => kuny fury\n", - "mr smith goes to washington => mt rmitv goes to wavhongton\n", - "the godfather => tix godfather\n", - "christmas vacation => christias vacation\n", - "psycho => osycho\n", - "life is beautiful => liye is beautiful\n", - "the green mile => chx green mile\n", - "forrest gump => forrest gunp\n", - "top gun => top huk\n", - "how to train your dragon => how ti drdin your dragoi\n", - "how to train your dragon 2 => hoc to nrain ylur drwcun 2\n", - "star wars => star wags\n", - "war games => war galss\n", - "crocodile dundee => crocodile bundee\n", - "matrix => mabrix\n", - "contact => contast\n", - "battlestar galactica => natdlestqr galactigc\n", - "social network => socyal bgtwirk\n", - "shawshank redemption => shadshank redelptipn\n", - "star wars new hope => star wars mew hope\n", - "lego batman => lego bstman\n", - "crouching tiger hidden dragon => crouching tiyer hiddtn draton\n", - "fight club => fjght cjub\n", - "last temptation of christ => last tempvation of christ\n", - "murray saves christmas => mgrray saves christmcs\n", - "black swan => blabk swan\n", - "mr smith goes to washington => mr smith goes to washingron\n", - "the godfather => the godfafher\n", - "pulp fiction => pulp gictuon\n", - "christmas vacation => cgglsumas vacation\n", - "psycho => psycjo\n", - "life is beautiful => life id baautigul\n", - "dark knight => dark ynighv\n", - "the green mile => the grven milt\n", - "how to train your dragon 2 => mow to traig youf drxgon 2\n", - "star wars => dtar wars\n", - "war games => wag games\n", - "crocodile dundee => crocodile dundqe\n", - "matrix => matxix\n", - "battlestar galactica => batclestar galactica\n", - "social network => social netrork\n", - "shawshank redemption => shawshann redemption\n", - "french connection => french connecrion\n", - "star wars new hope => star aars new hkpe\n", - "crouching tiger hidden dragon => cfouching tifer hiddan dragon\n", - "fight club => fiyht club\n", - "last temptation of christ => last temptation if ehrist\n", - "murray saves christmas => mhrray saves cyristmas\n", - "mad max fury road => mad max sury road\n", - "mr smith goes to washington => mr smith gmds to washington\n", - "kill bill => kill bkll\n", - "the godfather => the godfathrr\n", - "pulp fiction => pllp viction\n", - "christmas vacation => ckristmws dacation\n", - "psycho => ksycho\n", - "dark knight => dark kvigvt\n", - "the green mile => the gween mile\n", - "forrest gump => forrest hump\n", - "how to train your dragon => jlw to train your dragjn\n", - "how to train your dragon 2 => how bo tvain your dragon 2\n", - "star wars => stsr wars\n", - "rocky => rjcky\n", - "war games => wzx games\n", - "matrix => katrix\n", - "contact => cintabt\n", - "battlestar galactica => battlestar galacrica\n", - "her => jer\n", - "social network => social hetwprk\n", - "shawshank redemption => shasshank redemptiln\n", - "french connection => french cogjfwtion\n", - "star wars new hope => star wwts new hope\n", - "lego batman => lego nabman\n", - "last temptation of christ => last temptation ov zhriat\n", - "murray saves christmas => murraf saves christoas\n", - "black swan => hlack swan\n", - "mad max fury road => mad max futy road\n", - "kung fury => kung rury\n", - "mr smith goes to washington => mr smith gmes to washington\n", - "kill bill => kinl bill\n", - "the godfather => the govfathrf\n", - "pulp fiction => pulp rlctijn\n", - "christmas vacation => chfistmas vacation\n", - "psycho => ifycro\n", - "life is beautiful => life is teatgnful\n", - "top gun => tjp cuj\n", - "how to train your dragon => hkw to train yuur dragon\n", - "how to train your dragon 2 => how to train yogr dxdgon 2\n", - "star wars => suar wsrs\n", - "crocodile dundee => frococile dundve\n", - "contact => conract\n", - "space jam => vpace jam\n", - "battlestar galactica => batblestar galactica\n", - "social network => vocial getwork\n", - "rocky horror => rofhy horror\n", - "shawshank redemption => shwwshank sesemption\n", - "french connection => frevcf cognection\n", - "star wars new hope => star qars new hope\n", - "crouching tiger hidden dragon => crouching tigec ridsen dragon\n", - "fight club => fygnt cluf\n", - "die hard => dif hawg\n", - "last temptation of christ => last gemptation of christ\n", - "tree of life => tvee of life\n", - "murray saves christmas => murray sates christmas\n", - "black swan => blxck swan\n", - "emma => gmma\n", - "kung fury => iung fury\n", - "mr smith goes to washington => mr smith goes to rashhngtog\n", - "kill bill => kill bilu\n", - "the godfather => the godfzther\n", - "pulp fiction => pulp figtion\n", - "christmas vacation => christmas fwcarion\n", - "life is beautiful => jife is beautiful\n", - "dark knight => dagk nnigrt\n", - "the green mile => the green mple\n", - "forrest gump => forsest gump\n", - "how to train your dragon => how to train vour dragon\n", - "how to train your dragon 2 => how to tfaih yltr dragon 2\n", - "rambo => xambo\n", - "rocky => rockg\n", - "crocodile dundee => crocodile dkndfe\n", - "space jam => space jcm\n", - "her => hex\n", - "social network => xocial nrtwprk\n", - "rocky horror => rogky horror\n", - "french connection => ftench connection\n", - "star wars new hope => star wass new hope\n", - "crouching tiger hidden dragon => exouchivg tiggr hidden dragon\n", - "fight club => fight goub\n", - "die hard => die nacd\n", - "last temptation of christ => last yemptation of chrisg\n", - "tree of life => tgee of life\n", - "murray saves christmas => murrav saves christmav\n", - "black swan => glack fwan\n", - "mad max fury road => mad iax gury road\n", - "mr smith goes to washington => ir smitg toes to washingfon\n", - "kill bill => jill nill\n", - "the godfather => tha godfafjer\n", - "christmas vacation => chrjstmqs vacation\n", - "life is beautiful => lpve is beeutiful\n", - "the green mile => the gveen mile\n", - "how to train your dragon 2 => how tk train jour dragon 2\n", - "contact => cktyact\n", - "battlestar galactica => battlestar galactlca\n", - "her => hgr\n", - "social network => skcial ierwovk\n", - "rocky horror => rucky horroc\n", - "shawshank redemption => ahawskank redemption\n", - "star wars new hope => star rars new gjoe\n", - "crouching tiger hidden dragon => crpuching tiger hudden dragon\n", - "last temptation of christ => last tempeation of christ\n", - "murray saves christmas => murray sqyes christmas\n", - "mad max fury road => mad max fjgy rowd\n", - "mr smith goes to washington => mr smith goes go washington\n", - "kill bill => kijl bill\n", - "the godfather => fhe godfather\n", - "christmas vacation => christmas vsgation\n", - "psycho => psydho\n", - "life is beautiful => life us beautifhl\n", - "the green mile => the grzen mile\n", - "forrest gump => forrest gomp\n", - "top gun => top tun\n", - "how to train your dragon => how to traik your dragpn\n", - "how to train your dragon 2 => how tm trakn your dragon 2\n", - "crocodile dundee => crowodile dundee\n", - "matrix => mateix\n", - "battlestar galactica => batclestac galagtyca\n", - "rocky horror => socky horwor\n", - "shawshank redemption => shawshqnk sedempjion\n", - "french connection => french connecylon\n", - "lego batman => lego batnan\n", - "crouching tiger hidden dragon => crouching tiger hidden drdgkn\n", - "die hard => die iaed\n", - "last temptation of christ => kast temptation of chtisv\n", - "murray saves christmas => murrqy saves christmas\n", - "black swan => black dwan\n", - "mad max fury road => mad max fury rodd\n", - "pulp fiction => pulp firtion\n", - "christmas vacation => chrisfmcs vacation\n", - "dark knight => dark kkight\n", - "the green mile => uge green mlle\n", - "forrest gump => worrest gump\n", - "how to train your dragon => how to train youf dxagon\n", - "how to train your dragon 2 => how jo trayn your dragin 2\n", - "crocodile dundee => crmcobile dundee\n", - "matrix => maufix\n", - "contact => conyact\n", - "battlestar galactica => battlestac galectica\n", - "jobs => jibs\n", - "shawshank redemption => shawshank dedsmption\n", - "french connection => frvncn connection\n", - "star wars new hope => star wars nvw hope\n", - "lego batman => lego batmsn\n", - "crouching tiger hidden dragon => vfouching tiger hiddem dragln\n", - "fight club => fight blyb\n", - "die hard => gie iard\n", - "murray saves christmas => murrdy saves christmas\n", - "black swan => black fwan\n", - "mad max fury road => mad mxx dury road\n", - "kung fury => kond fury\n", - "mr smith goes to washington => ir smith goes ti washington\n", - "christmas vacation => christmas vacatmjn\n", - "life is beautiful => jife is beaitifuj\n", - "dark knight => dwxk knight\n", - "forrest gump => forresf gump\n", - "top gun => top ghn\n", - "how to train your dragon => how to train jour dragon\n", - "how to train your dragon 2 => hmw to train your ercgon 2\n", - "rocky => rozky\n", - "space jam => space kam\n", - "battlestar galactica => bettlestar galactica\n", - "her => rer\n", - "rocky horror => rocky hortor\n", - "shawshank redemption => shcwshank redempcion\n", - "french connection => frwmch connection\n", - "star wars new hope => star wars ngw hope\n", - "lego batman => lego badmab\n", - "crouching tiger hidden dragon => crouching tiger hiddet dregkn\n", - "die hard => die fard\n", - "last temptation of christ => last temptadiun of christ\n", - "tree of life => tree of lifv\n", - "murray saves christmas => murrcy saves christmas\n", - "black swan => black sxwn\n", - "mad max fury road => lad max fury road\n", - "kung fury => kung vury\n", - "mr smith goes to washington => mr smlth gmes no wxshington\n", - "pulp fiction => pump fictioj\n", - "christmas vacation => christmas vacatmon\n", - "psycho => psygho\n", - "life is beautiful => life is bzautiful\n", - "the green mile => the green molv\n", - "how to train your dragon => hof to train your dragon\n", - "how to train your dragon 2 => how to teain your dragmn 2\n", - "star wars => suar wars\n", - "rambo => sambm\n", - "war games => war camrs\n", - "crocodile dundee => crosodilw dundee\n", - "contact => sontact\n", - "battlestar galactica => bahtlestar galactica\n", - "jobs => lobs\n", - "social network => social netdork\n", - "rocky horror => roeky horror\n", - "shawshank redemption => shawshank redemptiok\n", - "french connection => ftegci connection\n", - "star wars new hope => snad wars new hope\n", - "crouching tiger hidden dragon => crouchiug tiger hidden deagon\n", - "fight club => fight ckjt\n", - "die hard => qie mard\n", - "last temptation of christ => uawt temptatipn if chrkst\n", - "tree of life => free og life\n", - "murray saves christmas => mugray daves christmas\n", - "mad max fury road => mad max furf rjad\n", - "kung fury => kuvg fury\n", - "mr smith goes to washington => mr smith goes to washiggbon\n", - "kill bill => kilp bill\n", - "the godfather => the gosfathvr\n", - "pulp fiction => pulp fictmon\n", - "psycho => ixycho\n", - "life is beautiful => liwe is beaytiful\n", - "dark knight => dark ktigiu\n", - "the green mile => the ggeen mile\n", - "how to train your dragon => hoq to train your dragon\n", - "contact => contscf\n", - "space jam => v[ace jam\n", - "battlestar galactica => battlcstar galzctica\n", - "rocky horror => rocky yorrpr\n", - "shawshank redemption => shawshank revzmptuon\n", - "french connection => fcench connection\n", - "star wars new hope => star wqwa new hope\n", - "crouching tiger hidden dragon => cfouching tiger hidden dragon\n", - "fight club => figyt club\n", - "last temptation of christ => last temptation of chryst\n", - "tree of life => bree of life\n", - "emma => cmma\n", - "mad max fury road => iad max fjrh road\n", - "kung fury => kung furr\n", - "mr smith goes to washington => mt sminh boev to wwshington\n", - "kill bill => kill boll\n", - "the godfather => the godfathes\n", - "christmas vacation => christmas vacdtion\n", - "life is beautiful => uifc is beautiful\n", - "dark knight => fark knight\n", - "forrest gump => forrest guml\n", - "how to train your dragon => how to tgcij your dragon\n", - "how to train your dragon 2 => hoa to train your aragon 2\n", - "rambo => ramuo\n", - "crocodile dundee => crofodile dungea\n", - "battlestar galactica => battlestar galactiba\n", - "her => fer\n", - "social network => spcial netwprk\n", - "rocky horror => roeky horrkr\n", - "shawshank redemption => shcwshank reeemption\n", - "french connection => drencg cobnection\n", - "star wars new hope => star wars naw hope\n", - "lego batman => legm batman\n", - "crouching tiger hidden dragon => groocfing giger kidden dragon\n", - "last temptation of christ => last tdmptatyon of cvrisy\n", - "murray saves christmas => murray savqs christmas\n", - "black swan => black xwan\n", - "mad max fury road => mad jwx furr road\n", - "kung fury => nung yury\n", - "mr smith goes to washington => ms soihm goes to warhingtun\n", - "christmas vacation => christmas vacatuon\n", - "life is beautiful => lhfe is beautiful\n", - "dark knight => dark knidht\n", - "the green mile => the geeen mile\n", - "how to train your dragon => how to traim rour dragon\n", - "how to train your dragon 2 => how to tcain ymur dgagou 2\n", - "war games => war gamex\n", - "crocodile dundee => crocodile duncev\n", - "contact => contacu\n", - "battlestar galactica => battoestar galaceica\n", - "her => har\n", - "social network => social nvtqork\n", - "french connection => nxench sounection\n", - "star wars new hope => star wacs ncw hope\n", - "lego batman => leco batmxn\n", - "crouching tiger hidden dragon => crouching tiger hidden dragoj\n", - "fight club => fighc club\n", - "last temptation of christ => last temptatimn of chdide\n", - "murray saves christmas => murray saves dhdistmas\n", - "black swan => black swqn\n", - "kung fury => kunj fury\n", - "mr smith goes to washington => mv wmith goes to wexhington\n", - "kill bill => kinl bkll\n", - "the godfather => tve godfather\n", - "christmas vacation => christmas vacatioj\n", - "life is beautiful => life us bwautoful\n", - "dark knight => dark kninht\n", - "the green mile => ehe green mile\n", - "forrest gump => forgest gump\n", - "how to train your dragon => hmw to train your dranmn\n", - "how to train your dragon 2 => kow to traim your eragln 2\n", - "star wars => stwr wdrs\n", - "war games => war gamzs\n", - "crocodile dundee => crpcudile dkndee\n", - "battlestar galactica => battlestwr galactlca\n", - "social network => sociam network\n", - "star wars new hope => wtar warx new fope\n", - "lego batman => lsgo batmdn\n", - "crouching tiger hidden dragon => crouchiug tiger hidden drafon\n", - "fight club => fignt clbb\n", - "die hard => die hafd\n", - "last temptation of christ => last hemptation of christ\n", - "murray saves christmas => murgay saved christmas\n", - "black swan => black sfan\n", - "kung fury => ktjg fufy\n", - "mr smith goes to washington => kc smith goev to fasyingtku\n", - "kill bill => kmll bill\n", - "pulp fiction => pulp fictlon\n", - "christmas vacation => christmas vacatimn\n", - "life is beautiful => life is bezutifuo\n", - "forrest gump => nmrrest gump\n", - "how to train your dragon => how to tramn your drqdon\n", - "how to train your dragon 2 => how to train your dragot 2\n", - "crocodile dundee => crmsovile dindde\n", - "matrix => matfix\n", - "space jam => spxse jam\n", - "battlestar galactica => battlestat galastica\n", - "social network => sociak network\n", - "rocky horror => rocky horrox\n", - "shawshank redemption => shawshank eesrmption\n", - "french connection => frwnch conneceion\n", - "crouching tiger hidden dragon => crouching tigfe yiddeg dragon\n", - "die hard => die hacd\n", - "last temptation of christ => last temptation of cgrist\n", - "tree of life => tree kf life\n", - "murray saves christmas => murray swvea chrifdmas\n", - "black swan => black rwan\n", - "mad max fury road => mas jwx fury eoac\n", - "kung fury => kung sury\n", - "mr smith goes to washington => mr smpth goew co wawhington\n", - "kill bill => kiml bill\n", - "the godfather => thr godfather\n", - "pulp fiction => pulp hyction\n", - "christmas vacation => christmax vazation\n", - "psycho => payzgo\n", - "life is beautiful => life if beauyiful\n", - "dark knight => ddrk knignt\n", - "how to train your dragon => how to trzin iour dragon\n", - "how to train your dragon 2 => how tj train your dfagon 2\n", - "rocky => rockb\n", - "war games => war gaoes\n", - "crocodile dundee => crocodile dundfe\n", - "matrix => matrif\n", - "space jam => space tan\n", - "battlestar galactica => bwttlestar galagtica\n", - "social network => social nebwork\n", - "rocky horror => rowkn horror\n", - "shawshank redemption => shawshank redemptiln\n", - "star wars new hope => star wdrs new hope\n", - "crouching tiger hidden dragon => crouching tiger hidfen dragon\n", - "fight club => fight wlub\n", - "last temptation of christ => jast temptatimn of christ\n", - "tree of life => tdee of mife\n", - "murray saves christmas => murgay vaves christmas\n", - "black swan => glawk swan\n", - "kung fury => kung furf\n", - "mr smith goes to washington => ir smitj goea to wawhington\n", - "pulp fiction => pump fiction\n", - "christmas vacation => chtistmas vacxtion\n", - "life is beautiful => life is ceauniful\n", - "the green mile => the green mule\n", - "forrest gump => fmrrest gump\n", - "top gun => tjl ghn\n", - "how to train your dragon => how ro twxin your drqgon\n", - "how to train your dragon 2 => how to txain your dragon 2\n", - "star wars => stat wars\n", - "rambo => gambo\n", - "crocodile dundee => crocodile dundev\n", - "space jam => fpace jam\n", - "battlestar galactica => bautlesgar galactica\n", - "social network => socmal network\n", - "shawshank redemption => shawshank redem[tpon\n", - "french connection => french connecvion\n", - "star wars new hope => sbar wars new hope\n", - "lego batman => mego batman\n", - "crouching tiger hidden dragon => crouchjng tpger hideen dragon\n", - "die hard => die hasd\n", - "last temptation of christ => last temptation mf christ\n", - "tree of life => tcee of ljve\n", - "murray saves christmas => murray savef christmas\n", - "black swan => bowcn rwan\n", - "mr smith goes to washington => mr smith givs to washington\n", - "pulp fiction => pulp fictipn\n", - "christmas vacation => christmas dacatiln\n", - "life is beautiful => life is bewutiful\n", - "the green mile => the hreen mile\n", - "forrest gump => forrest gujp\n", - "how to train your dragon => how uo train your dragon\n", - "how to train your dragon 2 => how tj twain your bragon 2\n", - "crocodile dundee => crocodilx dhndee\n", - "contact => contqgt\n", - "battlestar galactica => battuesear galactica\n", - "social network => slcial network\n", - "rocky horror => rockj forror\n", - "shawshank redemption => shawsiank redemption\n", - "french connection => srench connectmon\n", - "star wars new hope => star qcrs nqw ho'e\n", - "crouching tiger hidden dragon => crouchinh tiggr hidcen dragkn\n", - "fight club => figvt club\n", - "last temptation of christ => lasc temptation of christ\n", - "tree of life => nree of lire\n", - "murray saves christmas => murway saves fhristmas\n", - "emma => emmc\n", - "mad max fury road => mab oax futj road\n", - "mr smith goes to washington => mr smith goes to washiugton\n", - "kill bill => kiln bill\n", - "the godfather => the godfacher\n", - "christmas vacation => bhristmss vacdtion\n", - "the green mile => tye green mile\n", - "how to train your dragon => how to train your dragln\n", - "how to train your dragon 2 => how bo train your dragon 2\n", - "war games => waf gamqs\n", - "crocodile dundee => wricodile dundee\n", - "contact => condast\n", - "space jam => space gam\n", - "battlestar galactica => nsttlestar galxctica\n", - "rocky horror => rocku hodror\n", - "shawshank redemption => shawdhank redemption\n", - "star wars new hope => star warx nes hope\n", - "crouching tiger hidden dragon => croucjing tiger hidden dgagov\n", - "fight club => figiy club\n", - "last temptation of christ => last trlptation of christ\n", - "tree of life => trxe uf life\n", - "murray saves christmas => murrav saves ckvistmas\n", - "black swan => vlack sdcn\n", - "mad max fury road => mad max furj road\n", - "kung fury => yung fury\n", - "mr smith goes to washington => mr xmith gogs to washington\n", - "the godfather => the godfathec\n", - "christmas vacation => chvisfmas vacation\n", - "forrest gump => fjrfest gump\n", - "how to train your dragon => how do crain youf dragon\n", - "star wars => star wavs\n", - "matrix => mavrix\n", - "contact => zontact\n", - "battlestar galactica => bzttlestar falaxtica\n", - "jobs => joba\n", - "rocky horror => rocky iorgor\n", - "shawshank redemption => shawshank redem'tion\n", - "star wars new hope => ster sars new ho'e\n", - "lego batman => oego batjdn\n", - "crouching tiger hidden dragon => crojcying tiger hidden dragon\n", - "last temptation of christ => last temptatiuk of cmrist\n", - "murray saves christmas => murray wavws christmas\n", - "mr smith goes to washington => mr smith goes to waskindton\n", - "the godfather => the godfauver\n", - "pulp fiction => pnlp fiction\n", - "christmas vacation => chrisbias vqcetion\n", - "life is beautiful => life is beaktiful\n", - "dark knight => aark knignt\n", - "forrest gump => forgest gum'\n", - "how to train your dragon => how to trwin your dcagon\n", - "how to train your dragon 2 => how to train yiur drzgon 2\n", - "rambo => vxmbo\n", - "rocky => rlcky\n", - "crocodile dundee => crozodlle dundee\n", - "contact => contwct\n", - "battlestar galactica => bstnlesnar galactica\n", - "rocky horror => rockr horror\n", - "shawshank redemption => siawshank gebeoption\n", - "french connection => frrich connection\n", - "star wars new hope => suar wars new kppe\n", - "crouching tiger hidden dragon => crouchigg tifer hidden dragon\n", - "fight club => fighf club\n", - "die hard => die fdrd\n", - "last temptation of christ => lasv demptajion of christ\n", - "murray saves christmas => murray davex christmas\n", - "mad max fury road => mad max fhry voad\n", - "mr smith goes to washington => mr slith goev to washongtou\n", - "kill bill => kiml bilp\n", - "the godfather => ghe godfather\n", - "pulp fiction => puli ficeion\n", - "christmas vacation => crristmas vacation\n", - "dark knight => dark ibighe\n", - "the green mile => the green milt\n", - "forrest gump => yorrest gukp\n", - "how to train your dragon => how to train your dreeon\n", - "how to train your dragon 2 => how tp train your vregun 2\n", - "star wars => sjar wars\n", - "rambo => raibo\n", - "crocodile dundee => crocldile dondee\n", - "matrix => matgic\n", - "space jam => space nam\n", - "battlestar galactica => bdttlestar galactica\n", - "social network => soeial metwodk\n", - "rocky horror => rocky korror\n", - "shawshank redemption => sjawshank eedemltpon\n", - "crouching tiger hidden dragon => crouching tiger hidden drdgon\n", - "fight club => fijyt club\n", - "last temptation of christ => last uemltation of chxist\n", - "murray saves christmas => murraj seves dhrisrias\n", - "black swan => black vwan\n", - "kung fury => kmnf fury\n", - "mr smith goes to washington => kr smjth goes to aashington\n", - "kill bill => kilo bill\n", - "the godfather => the godfatheg\n", - "life is beautiful => life is bgautiful\n", - "the green mile => the creen mnle\n", - "forrest gump => xorrest gump\n", - "how to train your dragon => how to traon youv dragon\n", - "how to train your dragon 2 => how to train your drahok 2\n", - "star wars => star wdrs\n", - "rambo => rsibo\n", - "crocodile dundee => csocodile duhdee\n", - "social network => social networn\n", - "shawshank redemption => shawshank sedemphion\n", - "french connection => fdwnch cmnnecjion\n", - "lego batman => kegu yatman\n", - "crouching tiger hidden dragon => crouchong tiger hidden dragon\n", - "last temptation of christ => last tejptation od christ\n", - "tree of life => tree of lifx\n", - "murray saves christmas => murray saves cgristkas\n", - "black swan => black swai\n", - "mad max fury road => mad mwx fury road\n", - "mr smith goes to washington => mv xmith gofs to washyngtjn\n", - "the godfather => the godfavher\n", - "christmas vacation => cfristmzv tecafion\n", - "life is beautiful => llfe iw beaujirul\n", - "forrest gump => fogrest fump\n", - "how to train your dragon => hpw to train your dragon\n", - "how to train your dragon 2 => how to yrain your dragjn 2\n", - "rambo => rakbo\n", - "war games => war gxmes\n", - "crocodile dundee => crococile dundee\n", - "matrix => majryq\n", - "space jam => space oam\n", - "social network => sjcial nejwork\n", - "rocky horror => rocky vorror\n", - "shawshank redemption => shawagabk gedempeion\n", - "french connection => frenvh connectkon\n", - "star wars new hope => sdar wars iew hope\n", - "lego batman => lego bqtman\n", - "fight club => flght vlub\n", - "die hard => aie hard\n", - "mad max fury road => mad max fury rjcd\n", - "mr smith goes to washington => mr smith goes tj washpngtog\n", - "pulp fiction => pulp npction\n", - "christmas vacation => chfistmas dacation\n", - "life is beautiful => liwe is beautuxul\n", - "dark knight => dark kniggt\n", - "how to train your dragon => how tm train your drayon\n", - "how to train your dragon 2 => how to train your drajon 2\n", - "crocodile dundee => crockdule dunder\n", - "matrix => matrid\n", - "battlestar galactica => vattlewtar gdlactpca\n", - "rocky horror => rocky hpdror\n", - "shawshank redemption => shdwsmank refemption\n", - "french connection => french cpnnectyon\n", - "crouching tiger hidden dragon => rrouching tiger hidden dragon\n", - "tree of life => tree of lkfe\n", - "murray saves christmas => murrag saves christmqs\n", - "black swan => bladk swan\n", - "mr smith goes to washington => mg amieh goes to washington\n", - "kill bill => kiol bill\n", - "the godfather => the godfsthcr\n", - "pulp fiction => puoi fictiog\n", - "christmas vacation => cnristmas vwcdthon\n", - "life is beautiful => llfe id beautmful\n", - "dark knight => dark knigjt\n", - "the green mile => tre greeb mile\n", - "how to train your dragon 2 => hoq to train ymur dragon 2\n", - "star wars => stac wars\n", - "war games => wac gdmes\n", - "matrix => matrjx\n", - "battlestar galactica => natnlgstar galdccica\n", - "social network => vmciel netwofk\n", - "rocky horror => rocky higror\n", - "shawshank redemption => shacshank redenption\n", - "french connection => french dohnection\n", - "star wars new hope => stzr wars new hokc\n", - "crouching tiger hidden dragon => croucjing tiger hidden dragov\n", - "fight club => fight dlub\n", - "last temptation of christ => last temptwtion of christ\n", - "kung fury => kund fury\n", - "mr smith goes to washington => mr smith gkes to wcsiinjton\n", - "kill bill => kikl bill\n", - "the godfather => the godfathar\n", - "pulp fiction => pulk fiztiok\n", - "christmas vacation => christmws vazation\n", - "life is beautiful => life is baautjful\n", - "dark knight => qaxk knigyt\n", - "the green mile => tje green mile\n", - "forrest gump => forresy gump\n", - "top gun => tjp gun\n", - "how to train your dragon => how to trein your dragon\n", - "how to train your dragon 2 => hof uo brain your dragon 2\n", - "star wars => stxr wars\n", - "war games => wxv gamws\n", - "crocodile dundee => crucjdile dunfee\n", - "contact => contqct\n", - "jobs => uogs\n", - "social network => docial nenwork\n", - "shawshank redemption => shawsnank dgdemptloh\n", - "lego batman => lego batlan\n", - "crouching tiger hidden dragon => cruuching tieer hidden dragon\n", - "die hard => dpe hard\n", - "last temptation of christ => last teoptation of christ\n", - "tree of life => tree of ljfe\n", - "murray saves christmas => muwray saves christmar\n", - "black swan => blavk swan\n", - "emma => ekoa\n", - "mad max fury road => mae max rury rjad\n", - "mr smith goes to washington => mr smith goes to wasrington\n", - "kill bill => kill bnll\n", - "the godfather => the godfayher\n", - "psycho => psyzho\n", - "dark knight => aark knight\n", - "forrest gump => forrest guip\n", - "top gun => jop eun\n", - "how to train your dragon => how to traon yogr dracon\n", - "how to train your dragon 2 => how tu train hour aragun 2\n", - "war games => war gdmes\n", - "crocodile dundee => crocodjle dundee\n", - "jobs => bocs\n", - "social network => sofial networl\n", - "rocky horror => rosky hkrror\n", - "shawshank redemption => shawshank rsdelption\n", - "french connection => frenzh connectiog\n", - "star wars new hope => star wacs naw hope\n", - "lego batman => lego batnam\n", - "crouching tiger hidden dragon => croyching tiger nidden dranon\n", - "last temptation of christ => last temptstlon of christ\n", - "tree of life => tree of lide\n", - "murray saves christmas => mugtay saves christmad\n", - "black swan => black swxn\n", - "mr smith goes to washington => mr smith goes yo washimgton\n", - "christmas vacation => christjas vafation\n", - "life is beautiful => life is beautifil\n", - "the green mile => the grcxn mile\n", - "forrest gump => foxrvst gump\n", - "how to train your dragon => how to train yous dragon\n", - "how to train your dragon 2 => how tp train your deagun 2\n", - "rambo => rambi\n", - "rocky => rociy\n", - "crocodile dundee => crobodile dundee\n", - "battlestar galactica => bxjglextar galactica\n", - "social network => social betwork\n", - "rocky horror => rjcky horror\n", - "shawshank redemption => shawshank redemotion\n", - "french connection => feeici connection\n", - "star wars new hope => stad wars new hope\n", - "crouching tiger hidden dragon => wronching tinew hidden fwagpn\n", - "last temptation of christ => past temptation os chrisf\n", - "murray saves christmas => murrsy savws christmaw\n", - "black swan => blaxk swan\n", - "mad max fury road => mad max firy road\n", - "kung fury => kubn fury\n", - "mr smith goes to washington => mr siith goxs to washingtpn\n", - "kill bill => kjll bill\n", - "the godfather => tje godfahfer\n", - "christmas vacation => chrisvmas vacation\n", - "psycho => psychk\n", - "life is beautiful => lige is beautifuo\n", - "the green mile => the grwen milq\n", - "how to train your dragon => mow to train joug dragon\n", - "how to train your dragon 2 => how to ywain your dragon 2\n", - "war games => waf cames\n", - "crocodile dundee => crocodile dundce\n", - "matrix => matrob\n", - "contact => contaxv\n", - "battlestar galactica => battlestar galwctpca\n", - "rocky horror => rocky horrlr\n", - "shawshank redemption => rhawshank redemption\n", - "french connection => french cohnection\n", - "star wars new hope => star wars new hupe\n", - "crouching tiger hidden dragon => crouching ciger hidden dragon\n", - "die hard => die hadg\n", - "last temptation of christ => last temptatioj of christ\n", - "tree of life => treq os life\n", - "murray saves christmas => murray saees cvristmaw\n", - "mr smith goes to washington => mr smith goes tm washindton\n", - "kill bill => knll bill\n", - "the godfather => the godxather\n", - "christmas vacation => chxistmas fwcatlon\n", - "life is beautiful => lyfe is beaytjful\n", - "dark knight => datk knigft\n", - "forrest gump => forwest gump\n", - "how to train your dragon => how to trein uuur dragoh\n", - "how to train your dragon 2 => how to train your crajon 2\n", - "war games => dar tames\n", - "crocodile dundee => crjcovile dundee\n", - "contact => coneact\n", - "battlestar galactica => battlestar galcctmca\n", - "social network => sosial network\n", - "rocky horror => rocku horror\n", - "shawshank redemption => xhawrhank redenption\n", - "french connection => french ronnecjijn\n", - "star wars new hope => stcr wars new hope\n", - "crouching tiger hidden dragon => crouchine tiger hiddeb dxagon\n", - "last temptation of christ => lqst temptabion of chsist\n", - "tree of life => trqe of life\n", - "murray saves christmas => murrxy saves chvistmws\n", - "mad max fury road => mad mzb fuxy road\n", - "the godfather => tie godfather\n", - "pulp fiction => lulp viction\n", - "life is beautiful => life ix beautifup\n", - "the green mile => the grexn mila\n", - "how to train your dragon => how to trahn your dragon\n", - "star wars => star wers\n", - "rocky => rkwky\n", - "war games => wcr games\n", - "crocodile dundee => crocoeilc dundee\n", - "matrix => natrix\n", - "contact => cinract\n", - "battlestar galactica => bajtlestar galactica\n", - "jobs => jubd\n", - "social network => social netwkrk\n", - "rocky horror => rocly horror\n", - "shawshank redemption => shawshanj regemptijn\n", - "french connection => frxnch connection\n", - "crouching tiger hidden dragon => crouchigg ticet hiddcn dragon\n", - "fight club => figmt club\n", - "last temptation of christ => lsst tempnation og christ\n", - "murray saves christmas => murray saves cftistmws\n", - "mad max fury road => mas max fury roac\n", - "kung fury => kung dugy\n", - "mr smith goes to washington => mr smith gocs to wawhington\n", - "kill bill => kyno bill\n", - "pulp fiction => pull diction\n", - "christmas vacation => christmas vacatiom\n", - "psycho => psycro\n", - "life is beautiful => mixe is beautiful\n", - "dark knight => dagk inight\n", - "the green mile => the crexn mile\n", - "forrest gump => dorrest gtmp\n", - "how to train your dragon => how tp trait your dragon\n", - "how to train your dragon 2 => hor to traon your dragjn 2\n", - "rambo => cambo\n", - "contact => conuacu\n", - "space jam => spacg jam\n", - "battlestar galactica => tattlestar gskactica\n", - "shawshank redemption => shasshank redemption\n", - "french connection => french cjnnection\n", - "lego batman => lcgo batman\n", - "last temptation of christ => lavt tempeation of christ\n", - "tree of life => dree of jife\n", - "murray saves christmas => murxay saves christmas\n", - "black swan => black swak\n", - "mad max fury road => mas mab fury foad\n", - "mr smith goes to washington => mr smith goes to qashinyton\n", - "kill bill => kill bilp\n", - "the godfather => the goffcther\n", - "pulp fiction => pilp fiction\n", - "psycho => paycho\n", - "life is beautiful => life is feautiful\n", - "dark knight => dark yvight\n", - "the green mile => the greet mile\n", - "how to train your dragon => row tk train your dragon\n", - "how to train your dragon 2 => how to trann your dvagoj 2\n", - "rambo => raifm\n", - "crocodile dundee => crocodile dunder\n", - "matrix => matrpx\n", - "contact => contacj\n", - "battlestar galactica => battledear galactica\n", - "her => hsr\n", - "social network => aocyal netwurn\n", - "rocky horror => rocky hotrjr\n", - "shawshank redemption => fhawshank redem'tlon\n", - "french connection => frencj cinnection\n", - "star wars new hope => star wars new hppe\n", - "crouching tiger hidden dragon => crmuching tiger hidden dragon\n", - "last temptation of christ => last tenptatmom of christ\n", - "murray saves christmas => murray saves cfristmas\n", - "black swan => black saan\n", - "mad max fury road => mad max fury rpad\n", - "the godfather => the goafather\n", - "christmas vacation => chfisdmzs vacaypon\n", - "life is beautiful => life is beautiguu\n", - "forrest gump => horrest gomp\n", - "top gun => top gin\n", - "how to train your dragon => vow to train your dragon\n", - "how to train your dragon 2 => how uo train youw dragon 2\n", - "star wars => stwr wwrs\n", - "crocodile dundee => crocpdile dundec\n", - "space jam => skaee jem\n", - "social network => social natwork\n", - "rocky horror => rocky horrjr\n", - "shawshank redemption => whawshanl regemption\n", - "star wars new hope => star wars new yope\n", - "crouching tiger hidden dragon => crouching tjger huddan dragon\n", - "last temptation of christ => lasf temptation of chridt\n", - "mad max fury road => mwd mqx fusy road\n", - "kung fury => kunb fudf\n", - "mr smith goes to washington => mr smith ykss to washiugton\n", - "kill bill => kill till\n", - "the godfather => jhe yodfathzr\n", - "pulp fiction => pulp fixtion\n", - "christmas vacation => christmar vacation\n", - "psycho => psycmo\n", - "life is beautiful => life is neautiful\n", - "the green mile => the gteen jile\n", - "top gun => top gln\n", - "how to train your dragon => row tj nrain your dragon\n", - "star wars => stav wags\n", - "rocky => vocki\n", - "crocodile dundee => crocodolr dundes\n", - "battlestar galactica => batflestar galactica\n", - "social network => socisl network\n", - "rocky horror => rocky hoxror\n", - "shawshank redemption => rhawrhank redemptiun\n", - "french connection => freivh connection\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "lego batman => legp batman\n", - "crouching tiger hidden dragon => grouching tigee hiddvn drzgon\n", - "fight club => fight cmub\n", - "last temptation of christ => lase nemptatiom of chwist\n", - "tree of life => cree of life\n", - "murray saves christmas => murray saved christmas\n", - "black swan => blacn wwan\n", - "mad max fury road => mad mdd fury road\n", - "mr smith goes to washington => mr smhth goea to aashingtom\n", - "kill bill => kull bill\n", - "pulp fiction => lulp ficeion\n", - "christmas vacation => christmas tacatioh\n", - "psycho => pvycho\n", - "life is beautiful => life is beautifum\n", - "dark knight => dari knlght\n", - "the green mile => thr grecu mnle\n", - "top gun => top gjn\n", - "how to train your dragon => how to twayn your dranon\n", - "how to train your dragon 2 => how to tdain your dragon 2\n", - "star wars => star qars\n", - "crocodile dundee => crocodile dubdee\n", - "contact => contcct\n", - "battlestar galactica => batnlesuax gwlactnca\n", - "social network => docial betwork\n", - "rocky horror => tocky horror\n", - "shawshank redemption => shawshany rebekption\n", - "star wars new hope => syar wars new hope\n", - "crouching tiger hidden dragon => frouching tiger vidden dragon\n", - "fight club => fight clgb\n", - "die hard => die nard\n", - "tree of life => trez of life\n", - "murray saves christmas => murray saves cfrisrmas\n", - "black swan => ulack swxn\n", - "mad max fury road => mad max fury roag\n", - "mr smith goes to washington => mr smihn hoes to wadhington\n", - "pulp fiction => kulp fictimt\n", - "christmas vacation => chrisemas vacathog\n", - "psycho => psyrho\n", - "life is beautiful => lmfe is beautiful\n", - "the green mile => vhe green mile\n", - "top gun => toi gun\n", - "star wars => sdar wars\n", - "crocodile dundee => crocodile sundew\n", - "battlestar galactica => battledtar calactica\n", - "social network => xocicj nrtwlrk\n", - "rocky horror => rpcky horror\n", - "shawshank redemption => shawshagk wedemption\n", - "french connection => fvench connectiun\n", - "star wars new hope => star wars new hopr\n", - "crouching tiger hidden dragon => rrouching tiger hpdden dragon\n", - "die hard => die harf\n", - "last temptation of christ => last yemltation on christ\n", - "tree of life => cree kf life\n", - "murray saves christmas => murray saves christmcs\n", - "the godfather => thg gosfather\n", - "pulp fiction => pulp fyctiog\n", - "christmas vacation => chridtmss vacatipn\n", - "life is beautiful => life is beautiftl\n", - "dark knight => davk knight\n", - "forrest gump => forrdst gump\n", - "top gun => jop cun\n", - "how to train your dragon => hoe to train yous dragon\n", - "how to train your dragon 2 => how to train your dwagon 2\n", - "star wars => stcr warf\n", - "rambo => rxmbi\n", - "crocodile dundee => crocodile dundre\n", - "battlestar galactica => bdtcnestcv galactica\n", - "social network => social beuwork\n", - "rocky horror => gocky horror\n", - "shawshank redemption => shadshank redemptiln\n", - "french connection => frznch connectioi\n", - "star wars new hope => stac waws new hope\n", - "crouching tiger hidden dragon => crouching tiger yiddxn dragon\n", - "last temptation of christ => last temptabion of chtirt\n", - "murray saves christmas => murrzy saves christmas\n", - "mad max fury road => iad max fhry road\n", - "mr smith goes to washington => mr smith goes to wavhingvon\n", - "kill bill => kill nill\n", - "christmas vacation => chrmstmas vacation\n", - "psycho => pxycho\n", - "life is beautiful => life is beaucufol\n", - "dark knight => derk kmight\n", - "the green mile => jhe green mipe\n", - "forrest gump => fodrest gump\n", - "top gun => top guv\n", - "how to train your dragon => how to trakn yojr drdgon\n", - "how to train your dragon 2 => how jo traon your dragon 2\n", - "crocodile dundee => crogodile dundee\n", - "battlestar galactica => battlesuar galacfifa\n", - "jobs => jobw\n", - "social network => social necworn\n", - "french connection => french counection\n", - "lego batman => nefo fatman\n", - "crouching tiger hidden dragon => crouching tiger hidden dragmn\n", - "fight club => wight club\n", - "die hard => dif hard\n", - "last temptation of christ => last temptqtioj of christ\n", - "tree of life => tree oh liwe\n", - "emma => fmma\n", - "mad max fury road => mad max fury roed\n", - "mr smith goes to washington => mr smibh goex to wzshiugton\n", - "pulp fiction => pupp hiction\n", - "christmas vacation => christkas vacation\n", - "psycho => psycym\n", - "life is beautiful => life is beantkful\n", - "dark knight => dsrk knight\n", - "the green mile => the gteen milr\n", - "star wars => vgar wars\n", - "crocodile dundee => ccocodile dundee\n", - "matrix => kahrix\n", - "space jam => space jal\n", - "battlestar galactica => battlestar galaxticw\n", - "rocky horror => rociy horror\n", - "french connection => frwnch connection\n", - "star wars new hope => star wars nrw hope\n", - "lego batman => kego batmam\n", - "last temptation of christ => lasc tempyation of chrisy\n", - "tree of life => trae of life\n", - "murray saves christmas => myrrwy sdcew skristmas\n", - "black swan => blwck swan\n", - "mad max fury road => mad max furf road\n", - "kung fury => kung yurj\n", - "mr smith goes to washington => mr smith goes ro washinyton\n", - "kill bill => iikl bill\n", - "the godfather => ehe godvatrer\n", - "pulp fiction => pulp fhction\n", - "christmas vacation => chrisjmas vacaeion\n", - "life is beautiful => life iv beauuiful\n", - "the green mile => jhe graet mile\n", - "forrest gump => sorrest gump\n", - "top gun => tjo gun\n", - "how to train your dragon => now tl train your drsgon\n", - "how to train your dragon 2 => yow to train your dragui 2\n", - "star wars => stdr wars\n", - "war games => war gamcs\n", - "crocodile dundee => croeodipe dundee\n", - "battlestar galactica => battlesuad galactica\n", - "jobs => mots\n", - "rocky horror => rocky hmrrog\n", - "shawshank redemption => svawxhanj redemption\n", - "french connection => srench wonnection\n", - "crouching tiger hidden dragon => croucjing tiger hidden dragon\n", - "fight club => fkght club\n", - "last temptation of christ => last eemktatnon of christ\n", - "tree of life => hrer of life\n", - "black swan => blccj sfan\n", - "mad max fury road => lad max fury wjad\n", - "kung fury => kunh fury\n", - "mr smith goes to washington => mr smith goes jo wasnington\n", - "christmas vacation => chriatmas vacation\n", - "life is beautiful => life id baautiful\n", - "dark knight => dark ngight\n", - "the green mile => the gtqen mile\n", - "forrest gump => forreft gump\n", - "how to train your dragon => ioq ti jrain youe crcgon\n", - "how to train your dragon 2 => how to train foor dragon 2\n", - "war games => war gales\n", - "crocodile dundee => croclcile dundee\n", - "matrix => matrye\n", - "contact => contacy\n", - "space jam => spave jam\n", - "social network => social ketwork\n", - "shawshank redemption => whawvhank redemption\n", - "star wars new hope => rtar wwrs new hope\n", - "lego batman => lego tatman\n", - "crouching tiger hidden dragon => crouchith tiger yiddeh dragon\n", - "fight club => gight clut\n", - "tree of life => tree ow lige\n", - "murray saves christmas => murrwy saves chcistmas\n", - "black swan => bladk sxan\n", - "emma => eimd\n", - "mad max fury road => mae max fury road\n", - "kung fury => kung fuey\n", - "mr smith goes to washington => mr dmith goes to washingfob\n", - "kill bill => kull bnll\n", - "the godfather => tfe goffather\n", - "christmas vacation => zhristmws vacation\n", - "psycho => psycvm\n", - "life is beautiful => lift is beajtiful\n", - "dark knight => eqrk knight\n", - "top gun => to' gun\n", - "how to train your dragon 2 => how to train youc eragon 2\n", - "rambo => fambo\n", - "crocodile dundee => crlcodile duvdee\n", - "space jam => space jao\n", - "battlestar galactica => battlestar gamactice\n", - "rocky horror => rochh horrov\n", - "shawshank redemption => shawwhank redemption\n", - "french connection => grench connection\n", - "star wars new hope => star wwrs new hope\n", - "lego batman => lfyo batmxn\n", - "crouching tiger hidden dragon => frmyching tiger nivden dragon\n", - "last temptation of christ => last tempgation of christ\n", - "tree of life => gred of life\n", - "murray saves christmas => murran saves chcistmas\n", - "mad max fury road => mas max dory road\n", - "mr smith goes to washington => kr smith goes jo washingtom\n", - "kill bill => kiml bhll\n", - "pulp fiction => pulp fictiit\n", - "christmas vacation => christmas vacathun\n", - "psycho => psychu\n", - "the green mile => the grean mile\n", - "top gun => top gbn\n", - "how to train your dragon 2 => how to tdamn your draeon 2\n", - "rocky => dockb\n", - "crocodile dundee => crovodile dundve\n", - "contact => fontwct\n", - "space jam => spcce jam\n", - "battlestar galactica => battlestar galacfica\n", - "social network => social netwlrk\n", - "shawshank redemption => shawshakk rsdemption\n", - "lego batman => lego bavman\n", - "crouching tiger hidden dragon => crouching tiger hidden drsgon\n", - "die hard => vle hard\n", - "last temptation of christ => past tem[tation of christ\n", - "tree of life => tree of lifq\n", - "murray saves christmas => mureay saves christmas\n", - "emma => emnw\n", - "mad max fury road => maf nax fury road\n", - "kung fury => kbng fury\n", - "mr smith goes to washington => mr smith goes to washingeon\n", - "kill bill => kill bilm\n", - "the godfather => the dodfather\n", - "the green mile => the gteen mile\n", - "forrest gump => forrest gumi\n", - "top gun => jip gun\n", - "how to train your dragon 2 => kow to train your dragon 2\n", - "star wars => staw xars\n", - "rambo => rambp\n", - "war games => war gamef\n", - "crocodile dundee => crocodmle dunsee\n", - "contact => soutact\n", - "space jam => wpace jem\n", - "battlestar galactica => cattlewtwr galactice\n", - "her => hrr\n", - "social network => social netwmrk\n", - "rocky horror => rocky hjrros\n", - "shawshank redemption => shawshank rsddmption\n", - "star wars new hope => star wars new hole\n", - "lego batman => lsgo bwtman\n", - "crouching tiger hidden dragon => croucning tigeg hidden dragpm\n", - "fight club => fifht club\n", - "last temptation of christ => last hemptation of cvrixt\n", - "mad max fury road => mad max fury ruav\n", - "mr smith goes to washington => mr smifh goes to qashingtoj\n", - "the godfather => the godfetfer\n", - "pulp fiction => pulp fiftion\n", - "dark knight => dark hnight\n", - "forrest gump => foswedt gump\n", - "top gun => top gnn\n", - "how to train your dragon => how to train your dragom\n", - "how to train your dragon 2 => how tm trdin your dragon 2\n", - "crocodile dundee => crocodkle dundee\n", - "battlestar galactica => battlescar galactica\n", - "her => hef\n", - "jobs => jous\n", - "rocky horror => rocky horrog\n", - "shawshank redemption => wyawshanl rxdvmption\n", - "french connection => fgench cijnxctioj\n", - "star wars new hope => star wars uxw hope\n", - "lego batman => lrgo batman\n", - "crouching tiger hidden dragon => crouching tiger hidden vragin\n", - "fight club => fmght cluc\n", - "die hard => die hqrd\n", - "last temptation of christ => last tqmptation og christ\n", - "tree of life => tree of live\n", - "murray saves christmas => murrdy saves cgrisjmas\n", - "black swan => blacj sqan\n", - "kung fury => kunf hury\n", - "mr smith goes to washington => mr smith goes jo rwshiugton\n", - "the godfather => jhe govfather\n", - "christmas vacation => cfeistmaa vacation\n", - "life is beautiful => lifa is beautiful\n", - "forrest gump => forrdst fump\n", - "top gun => tmi guu\n", - "how to train your dragon => how to trapn your ddagon\n", - "how to train your dragon 2 => how to train your dragok 2\n", - "star wars => star wass\n", - "rambo => ralbo\n", - "crocodile dundee => crocodile dugdee\n", - "matrix => matrie\n", - "contact => contaet\n", - "space jam => spare jam\n", - "battlestar galactica => bavtlestar gzlactica\n", - "social network => social netroek\n", - "shawshank redemption => shaashank redemption\n", - "french connection => french connectmom\n", - "die hard => dke herd\n", - "last temptation of christ => past temptation of christ\n", - "tree of life => trfe of lixe\n", - "murray saves christmas => murray saver christmas\n", - "mad max fury road => mad lax fury road\n", - "mr smith goes to washington => mr skith goes eo wasjinguon\n", - "kill bill => hill bmll\n", - "the godfather => the gmdfather\n", - "pulp fiction => pulp fictioh\n", - "christmas vacation => chrnstmas vzcatiov\n", - "dark knight => dark kjifht\n", - "the green mile => the gfeen oile\n", - "forrest gump => forresr gump\n", - "how to train your dragon 2 => now to tramn yjux dragon 2\n", - "star wars => star wats\n", - "rocky => eocky\n", - "crocodile dundee => crocodjle dungee\n", - "battlestar galactica => battlestar gwlactica\n", - "social network => social netwowk\n", - "rocky horror => rpcny horror\n", - "shawshank redemption => shawskank redemption\n", - "french connection => ftench connectnon\n", - "star wars new hope => star wars new hjpe\n", - "lego batman => lego badman\n", - "crouching tiger hidden dragon => cdouchmng tiger hidden vragon\n", - "last temptation of christ => last temptation uf chrisj\n", - "murray saves christmas => murrqy vaves christmqs\n", - "black swan => blawk swan\n", - "emma => eima\n", - "mr smith goes to washington => mr smith goes to washimgtku\n", - "the godfather => the godfathew\n", - "the green mile => the greeb mile\n", - "top gun => tkp gun\n", - "how to train your dragon => hos to train your dragon\n", - "how to train your dragon 2 => hoe to twain your dragon 2\n", - "rocky => eockn\n", - "war games => war gamew\n", - "crocodile dundee => grocodile dundee\n", - "jobs => nobs\n", - "shawshank redemption => shawfjakk redempgion\n", - "french connection => french connectlob\n", - "star wars new hope => scar wars new ho[e\n", - "lego batman => lvyo batkan\n", - "crouching tiger hidden dragon => ctouching tiger hidden dragon\n", - "fight club => right xlub\n", - "last temptation of christ => oast temptation of christ\n", - "murray saves christmas => murray saves chrirtmas\n", - "mad max fury road => lad max fuey rmad\n", - "kill bill => iilk bill\n", - "pulp fiction => pulp fictiin\n", - "christmas vacation => chrisnmas vwcation\n", - "life is beautiful => lifx is beaueofgl\n", - "dark knight => dwri knitht\n", - "the green mile => the green mjle\n", - "how to train your dragon => how to train your drayon\n", - "how to train your dragon 2 => huw bo train vour dragon 2\n", - "star wars => stcr wdrs\n", - "crocodile dundee => crocmdile dundee\n", - "matrix => mderix\n", - "space jam => spscr jam\n", - "battlestar galactica => battlertar galacrica\n", - "shawshank redemption => shdwshank redemption\n", - "french connection => drench donnection\n", - "star wars new hope => stwr wars new hope\n", - "lego batman => oqgo batman\n", - "die hard => sid haed\n", - "last temptation of christ => lxst temptation of christ\n", - "tree of life => tree of miye\n", - "murray saves christmas => iurray swves christmas\n", - "black swan => ulacl swan\n", - "mr smith goes to washington => mr smicf gues co washington\n", - "pulp fiction => pklp diction\n", - "christmas vacation => christmas vqccuion\n", - "top gun => top gon\n", - "how to train your dragon => how uo train your dcagon\n", - "how to train your dragon 2 => how to train vour aragun 2\n", - "star wars => rtae wars\n", - "war games => war gamer\n", - "contact => cogtact\n", - "battlestar galactica => battlestat galactnca\n", - "rocky horror => rocji horrov\n", - "shawshank redemption => dhawshank redglption\n", - "french connection => french connectipn\n", - "lego batman => lzgo vatman\n", - "crouching tiger hidden dragon => crouching toger hudden dragon\n", - "last temptation of christ => last trmptation oy christ\n", - "tree of life => tred of life\n", - "murray saves christmas => murrwy saves christmar\n", - "mr smith goes to washington => mr smith goew to washington\n", - "kill bill => kill byll\n", - "the godfather => the godfabhrr\n", - "pulp fiction => pul' fiction\n", - "psycho => [sycho\n", - "how to train your dragon => how to trahn yomr dgagon\n", - "how to train your dragon 2 => how to traku yojt cragon 2\n", - "rambo => ramvo\n", - "crocodile dundee => crocodile dunqee\n", - "matrix => matgix\n", - "space jam => spaee jaj\n", - "social network => social nedwkrk\n", - "rocky horror => rodky hosror\n", - "french connection => fgench comnection\n", - "lego batman => lego catman\n", - "crouching tiger hidden dragon => crouching gjger jidden dragon\n", - "fight club => fight flub\n", - "die hard => die harg\n", - "last temptation of christ => last temitwtion of christ\n", - "murray saves christmas => murray saves chrlstmas\n", - "mad max fury road => oad mac fury doad\n", - "mr smith goes to washington => mr vmith goes jo washington\n", - "kill bill => kijl bilp\n", - "christmas vacation => bhristmav vacstion\n", - "life is beautiful => life is bcautiful\n", - "the green mile => the creen mile\n", - "how to train your dragon 2 => how no train your draton 2\n", - "star wars => star aars\n", - "crocodile dundee => frocodile dundee\n", - "battlestar galactica => fattlestar yalactida\n", - "social network => sozial netwowk\n", - "shawshank redemption => shawshavk redemption\n", - "lego batman => lego batkan\n", - "crouching tiger hidden dragon => crouching tigxr hucden dragon\n", - "last temptation of christ => last tfmpyation of christ\n", - "murray saves christmas => murray sagef christmas\n", - "mad max fury road => jag max fury roac\n", - "kill bill => kill bipu\n", - "the godfather => thf eodfacher\n", - "pulp fiction => pulp fpction\n", - "christmas vacation => chcistmad vacation\n", - "psycho => psgchi\n", - "dark knight => dark jnight\n", - "the green mile => thq greeb mils\n", - "how to train your dragon => how to train ylur vragon\n", - "how to train your dragon 2 => how to brdin your dragjn 2\n", - "crocodile dundee => brocodlle dundee\n", - "matrix => natriv\n", - "battlestar galactica => battlestar galactjwa\n", - "social network => sovisp nerworn\n", - "shawshank redemption => shawfhank redemptoon\n", - "french connection => frehch connectiun\n", - "star wars new hope => wtar wars nec hope\n", - "lego batman => kego bafman\n", - "crouching tiger hidden dragon => crojching tiger hidddn dragon\n", - "die hard => div harv\n", - "murray saves christmas => mjrcay xaves dhristmas\n", - "black swan => ylack swan\n", - "mr smith goes to washington => mr fmith goes to washington\n", - "kill bill => kill niml\n", - "the godfather => the godfatier\n", - "christmas vacation => chrishmas vacation\n", - "psycho => psycfo\n", - "life is beautiful => lpfe is bcautiful\n", - "dark knight => dark knighh\n", - "the green mile => the gteen mkle\n", - "how to train your dragon => huw to train yout drabon\n", - "how to train your dragon 2 => how to train yomr dragon 2\n", - "rocky => rockh\n", - "war games => wzr gamew\n", - "crocodile dundee => crobodile duhdee\n", - "social network => sorial network\n", - "rocky horror => tocky hirrpr\n", - "shawshank redemption => shawsfank rebemption\n", - "french connection => yrebch connection\n", - "star wars new hope => star edrs new hopd\n", - "crouching tiger hidden dragon => crouching tiger hidden dwagon\n", - "fight club => fjghe club\n", - "last temptation of christ => lddt temptation of christ\n", - "tree of life => ttee of life\n", - "murray saves christmas => murray saves chrivtmws\n", - "black swan => blazk swan\n", - "mad max fury road => mad mex fury road\n", - "mr smith goes to washington => me smith goas to waarington\n", - "christmas vacation => whrixtmaa vazafion\n", - "the green mile => the ereen mile\n", - "forrest gump => forrest yump\n", - "how to train your dragon => how to traln your dragon\n", - "how to train your dragon 2 => how tu urxin your dregon 2\n", - "crocodile dundee => crocodkle dyndee\n", - "contact => gontxct\n", - "battlestar galactica => batelestar gapactica\n", - "social network => sociwl network\n", - "rocky horror => rucky hurror\n", - "shawshank redemption => shawshzik rvdemption\n", - "french connection => frenwh connectiok\n", - "star wars new hope => star wars new hopg\n", - "lego batman => uego bahman\n", - "crouching tiger hidden dragon => cgoucilng tiger hiddej dragon\n", - "last temptation of christ => last temptation jn christ\n", - "murray saves christmas => mnrray szves christias\n", - "black swan => bjack swwn\n", - "mad max fury road => lad nax fury rmad\n", - "mr smith goes to washington => kg smith goes to washington\n", - "christmas vacation => chrlstmas vacation\n", - "life is beautiful => life lx beauyifhl\n", - "the green mile => che grren mile\n", - "forrest gump => forrext gulp\n", - "top gun => cop jun\n", - "how to train your dragon 2 => how vo traib your dragon 2\n", - "war games => wwr cames\n", - "crocodile dundee => crocodime dundve\n", - "shawshank redemption => svadshank redemptipt\n", - "french connection => frenrh conneceion\n", - "star wars new hope => star warx new hope\n", - "lego batman => lego bztman\n", - "crouching tiger hidden dragon => crouching tiges hodden dxafon\n", - "fight club => hyght blub\n", - "last temptation of christ => last temptztiln of christ\n", - "murray saves christmas => murray faves christmas\n", - "black swan => bnack swan\n", - "mad max fury road => mad max fusy road\n", - "kung fury => knby xury\n", - "mr smith goes to washington => mr smity goes to washuneton\n", - "kill bill => yill bill\n", - "the godfather => the godfathsr\n", - "pulp fiction => pulp fnction\n", - "christmas vacation => christjws vazation\n", - "life is beautiful => life is bequtiful\n", - "the green mile => the gseeb mile\n", - "top gun => tup gun\n", - "star wars => stwc wars\n", - "rambo => rambj\n", - "war games => wzr games\n", - "space jam => spawe jam\n", - "battlestar galactica => bantkestar galactuca\n", - "rocky horror => rochy horror\n", - "shawshank redemption => shawxhank rfdemption\n", - "star wars new hope => svar wars new hope\n", - "fight club => figrt cluv\n", - "last temptation of christ => last temptxtion of chrhst\n", - "murray saves christmas => murway saves christmas\n", - "mr smith goes to washington => lr smith eoes no washingtou\n", - "kill bill => kill bilk\n", - "the godfather => tne godfarher\n", - "pulp fiction => pulp fictijn\n", - "christmas vacation => chrisrmas vacatikn\n", - "life is beautiful => lyfe is beautiful\n", - "dark knight => dark knitht\n", - "the green mile => che green mile\n", - "forrest gump => flrresn gnmp\n", - "how to train your dragon => how to train youd dradon\n", - "how to train your dragon 2 => how to trayn your dragon 2\n", - "war games => wax gamex\n", - "crocodile dundee => wrocodile dundee\n", - "space jam => space ldm\n", - "battlestar galactica => battlestar jalawtiwa\n", - "rocky horror => rocky horwos\n", - "shawshank redemption => rhawsfanh tedemption\n", - "french connection => french bonnection\n", - "star wars new hope => stxr wars new ho[e\n", - "lego batman => lego batmag\n", - "crouching tiger hidden dragon => crojching tiger yidden dradon\n", - "fight club => fighd club\n", - "die hard => die haxd\n", - "tree of life => trer of lifz\n", - "murray saves christmas => muwday saves rhristmad\n", - "mad max fury road => kad max fkry road\n", - "mr smith goes to washington => mw smith goes to washington\n", - "kill bill => niml gill\n", - "pulp fiction => pmlp fictijn\n", - "christmas vacation => christlas vacation\n", - "life is beautiful => life is beautnful\n", - "the green mile => the green miue\n", - "how to train your dragon => how to train your dragin\n", - "how to train your dragon 2 => how go train yohr dragon 2\n", - "crocodile dundee => crocidile dundee\n", - "matrix => oatrix\n", - "battlestar galactica => bqttlestar galactisz\n", - "shawshank redemption => shawvhank redemption\n", - "french connection => fregch cinvection\n", - "star wars new hope => star wars new hopq\n", - "fight club => yijht club\n", - "last temptation of christ => last temptagion of chrjst\n", - "tree of life => trqe of juvq\n", - "murray saves christmas => jurray saves chxistmas\n", - "mad max fury road => mav max sbry roxd\n", - "mr smith goes to washington => mr smpth goes to wasninnton\n", - "kill bill => nilm biml\n", - "pulp fiction => pulp fixviln\n", - "christmas vacation => chsistmas vazatkon\n", - "life is beautiful => life is beauhnful\n", - "the green mile => thg green mile\n", - "forrest gump => forxest gukp\n", - "top gun => tpp dun\n", - "how to train your dragon => hkw to ttain your dragon\n", - "how to train your dragon 2 => how to train your drcgku 2\n" - ] - } - ], - "source": [ - "from ltr import injectTypos\n", - "injectTypos.typoIt(judgmentInFile=\"data/title_judgments.txt\",\n", - " judgmentOutFile=\"data/title_judgments_fuzzy.txt\")" - ] - }, - { - "cell_type": "code", - "execution_count": 12, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Removed LTR feature store: 200\n", - "Initialize LTR: 200\n", - "Created title_fuzzy feature set: 201\n" - ] - } - ], - "source": [ - "config = {\"validation\": {\n", - " \"params\": {\n", - " \"keywords\": \"rambo foo\"\n", - " },\n", - " \"index\": \"tmdb\"\n", - " },\n", - " \"featureset\": {\n", - " \"features\": [\n", - " {\n", - " \"name\": \"title_phrase\",\n", - " \"params\": [\"keywords\"],\n", - " \"template\": {\n", - " \"constant_score\": {\n", - " \"filter\": {\n", - " \"match_phrase\": {\"title\": \"{{keywords}}\"}\n", - " },\n", - " \"boost\": 1.0\n", - " } \n", - " }\n", - " },\n", - " {\n", - " \"name\": \"title_fuzzy\",\n", - " \"params\": [\"keywords\"],\n", - " \"template\": {\n", - " \"constant_score\": {\n", - " \"filter\": {\n", - " \"match\": {\n", - " \"title\": {\n", - " \"query\": \"{{keywords}}\",\n", - " \"fuzziness\": \"1\"\n", - " }\n", - " }\n", - " },\n", - " \"boost\": 1.0\n", - " } \n", - " }\n", - " } \n", - " \n", - " ]\n", - " }}\n", - "\n", - "from ltr import setup_ltr\n", - "setup_ltr.run(config=config, featureset='title_fuzzy')" - ] - }, - { - "cell_type": "code", - "execution_count": 13, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Recognizing 2408 queries...\n", - "Parsing QID 100\n", - "Parsing QID 200\n", - "Parsing QID 300\n", - "Parsing QID 400\n", - "Parsing QID 500\n", - "Parsing QID 600\n", - "Parsing QID 700\n", - "Parsing QID 800\n", - "Parsing QID 900\n", - "Parsing QID 1000\n", - "Parsing QID 1100\n", - "Parsing QID 1200\n", - "Parsing QID 1300\n", - "Parsing QID 1400\n", - "Parsing QID 1500\n", - "Parsing QID 1600\n", - "Parsing QID 1700\n", - "Parsing QID 1800\n", - "Parsing QID 1900\n", - "Parsing QID 2000\n", - "Parsing QID 2100\n", - "Parsing QID 2200\n", - "Parsing QID 2300\n", - "Parsing QID 2400\n", - "REBUILDING TRAINING DATA for rambo (0/2408)\n", - "REBUILDING TRAINING DATA for rocky (1/2408)\n", - "REBUILDING TRAINING DATA for war games (2/2408)\n", - "REBUILDING TRAINING DATA for crocodile dundee (3/2408)\n", - "REBUILDING TRAINING DATA for matrix (4/2408)\n", - "REBUILDING TRAINING DATA for contact (5/2408)\n", - "REBUILDING TRAINING DATA for space jam (6/2408)\n", - "REBUILDING TRAINING DATA for battlestar galactica (7/2408)\n", - "REBUILDING TRAINING DATA for her (8/2408)\n", - "REBUILDING TRAINING DATA for jobs (9/2408)\n", - "REBUILDING TRAINING DATA for social network (10/2408)\n", - "REBUILDING TRAINING DATA for rocky horror (11/2408)\n", - "REBUILDING TRAINING DATA for shawshank redemption (12/2408)\n", - 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"REBUILDING TRAINING DATA for christmas vacdtion (1272/2408)\n", - "REBUILDING TRAINING DATA for uifc is beautiful (1273/2408)\n", - "REBUILDING TRAINING DATA for fark knight (1274/2408)\n", - "REBUILDING TRAINING DATA for forrest guml (1275/2408)\n", - "REBUILDING TRAINING DATA for how to tgcij your dragon (1276/2408)\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "REBUILDING TRAINING DATA for hoa to train your aragon 2 (1277/2408)\n", - "REBUILDING TRAINING DATA for ramuo (1278/2408)\n", - "REBUILDING TRAINING DATA for crofodile dungea (1279/2408)\n", - "REBUILDING TRAINING DATA for battlestar galactiba (1280/2408)\n", - "REBUILDING TRAINING DATA for fer (1281/2408)\n", - "REBUILDING TRAINING DATA for spcial netwprk (1282/2408)\n", - "REBUILDING TRAINING DATA for roeky horrkr (1283/2408)\n", - "REBUILDING TRAINING DATA for shcwshank reeemption (1284/2408)\n", - "REBUILDING TRAINING DATA for drencg cobnection (1285/2408)\n", - "REBUILDING TRAINING DATA for star wars naw hope (1286/2408)\n", - 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"REBUILDING TRAINING DATA for thg gosfather (1890/2408)\n", - "REBUILDING TRAINING DATA for pulp fyctiog (1891/2408)\n", - "REBUILDING TRAINING DATA for chridtmss vacatipn (1892/2408)\n", - "REBUILDING TRAINING DATA for life is beautiftl (1893/2408)\n", - "REBUILDING TRAINING DATA for davk knight (1894/2408)\n", - "REBUILDING TRAINING DATA for forrdst gump (1895/2408)\n", - "REBUILDING TRAINING DATA for jop cun (1896/2408)\n", - "REBUILDING TRAINING DATA for hoe to train yous dragon (1897/2408)\n", - "REBUILDING TRAINING DATA for how to train your dwagon 2 (1898/2408)\n", - "REBUILDING TRAINING DATA for stcr warf (1899/2408)\n", - "REBUILDING TRAINING DATA for rxmbi (1900/2408)\n", - "REBUILDING TRAINING DATA for crocodile dundre (1901/2408)\n", - "REBUILDING TRAINING DATA for bdtcnestcv galactica (1902/2408)\n", - "REBUILDING TRAINING DATA for social beuwork (1903/2408)\n", - "REBUILDING TRAINING DATA for gocky horror (1904/2408)\n", - "REBUILDING TRAINING DATA for shadshank redemptiln (1905/2408)\n", - "REBUILDING TRAINING DATA for frznch connectioi (1906/2408)\n", - "REBUILDING TRAINING DATA for stac waws new hope (1907/2408)\n", - "REBUILDING TRAINING DATA for crouching tiger yiddxn dragon (1908/2408)\n", - "REBUILDING TRAINING DATA for last temptabion of chtirt (1909/2408)\n", - "REBUILDING TRAINING DATA for murrzy saves christmas (1910/2408)\n", - "REBUILDING TRAINING DATA for iad max fhry road (1911/2408)\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "REBUILDING TRAINING DATA for mr smith goes to wavhingvon (1912/2408)\n", - "REBUILDING TRAINING DATA for kill nill (1913/2408)\n", - "REBUILDING TRAINING DATA for chrmstmas vacation (1914/2408)\n", - "REBUILDING TRAINING DATA for pxycho (1915/2408)\n", - "REBUILDING TRAINING DATA for life is beaucufol (1916/2408)\n", - "REBUILDING TRAINING DATA for derk kmight (1917/2408)\n", - "REBUILDING TRAINING DATA for jhe green mipe (1918/2408)\n", - "REBUILDING TRAINING DATA for fodrest gump (1919/2408)\n", - "REBUILDING TRAINING DATA for top guv (1920/2408)\n", - 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"name": "stdout", - "output_type": "stream", - "text": [ - "REBUILDING TRAINING DATA for jurray saves chxistmas (2396/2408)\n", - "REBUILDING TRAINING DATA for mav max sbry roxd (2397/2408)\n", - "REBUILDING TRAINING DATA for mr smpth goes to wasninnton (2398/2408)\n", - "REBUILDING TRAINING DATA for nilm biml (2399/2408)\n", - "REBUILDING TRAINING DATA for pulp fixviln (2400/2408)\n", - "REBUILDING TRAINING DATA for chsistmas vazatkon (2401/2408)\n", - "REBUILDING TRAINING DATA for life is beauhnful (2402/2408)\n", - "REBUILDING TRAINING DATA for thg green mile (2403/2408)\n", - "REBUILDING TRAINING DATA for forxest gukp (2404/2408)\n", - "REBUILDING TRAINING DATA for tpp dun (2405/2408)\n", - "REBUILDING TRAINING DATA for hkw to ttain your dragon (2406/2408)\n", - "REBUILDING TRAINING DATA for how to train your drcgku 2 (2407/2408)\n", - "Running java -jar data/RankyMcRankFace.jar -ranker 6 -metric2t DCG@10 -tree 100 -train data/title_judgments_train.txt -save data/title_fuzzy_model.txt\n", - "DONE\n", - "Delete model title_fuzzy: 404\n", - "Created model title_fuzzy: 201\n", - "\n", - "Impact of each feature on the model\n", - "1 - 631817.5770753905\n" - ] - } - ], - "source": [ - "from ltr import collectFeatures\n", - "trainingSet = collectFeatures.trainingSetFromJudgments(judgmentInFile='data/title_judgments_fuzzy.txt', \n", - " trainingOutFile='data/title_judgments_fuzzy_train.txt', \n", - " featureSet='title_fuzzy')\n", - "\n", - "\n", - "from ltr import train\n", - "trainLog = train.run(trainingInFile='data/title_judgments_train.txt',\n", - " metric2t='DCG@10',\n", - " featureSet='title_fuzzy',\n", - " modelName='title_fuzzy')\n", - "\n", - "print()\n", - "print(\"Impact of each feature on the model\")\n", - "for ftrId, impact in trainLog.impacts.items():\n", - " print(\"{} - {}\".format(ftrId, impact))" - ] - }, - { - "cell_type": "code", - "execution_count": 14, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{\"size\": 5, \"query\": {\"sltr\": {\"params\": {\"keywords\": \"War Games\"}, \"model\": \"title_fuzzy\"}}}\n", - "War Games: The Dead Code \n", - "3.2223585 \n", - "2008 \n", - "['Science Fiction', 'Drama', 'Thriller'] \n", - "Computer hacker Will Farmer (Lanter) engages a government super-computer named Ripley in an online terrorist-attack simulation game. Little does Farmer know that Ripley has been designed to appeal to potential terrorists, and certain software glitches have in turn made him become paranoid. \n", - "---------------------------------------\n", - "The War Game \n", - "3.2223585 \n", - "1965 \n", - "['Science Fiction', 'Drama', 'War', 'Documentary', 'TV Movie'] \n", - "The War Game is a fictional, worst-case-scenario docudrama about nuclear war and its aftermath in and around a typical English city. Although it won an Oscar for Best Documentary, it is fiction. It was intended as an hour-long program to air on BBC 1, but it was deemed too intense and violent to broadcast. It went to theatrical distribution as a feature film instead. Low-budget and shot on location, it strives for and achieves convincing and unflinching realism. \n", - "---------------------------------------\n", - "Avengers: Age of Ultron \n", - "-2.3627434 \n", - "2015 \n", - "['Action', 'Adventure', 'Science Fiction'] \n", - "When Tony Stark tries to jumpstart a dormant peacekeeping program, things go awry and Earth’s Mightiest Heroes are put to the ultimate test as the fate of the planet hangs in the balance. As the villainous Ultron emerges, it is up to The Avengers to stop him from enacting his terrible plans, and soon uneasy alliances and unexpected action pave the way for an epic and unique global adventure. \n", - "---------------------------------------\n", - "Kramer vs. Kramer \n", - "-2.3627434 \n", - "1979 \n", - "['Drama'] \n", - "Ted Kramer is a career man for whom his work comes before his family. His wife Joanna cannot take this anymore, so she decides to leave him. Ted is now faced with the tasks of housekeeping and taking care of himself and their young son Billy. \n", - "---------------------------------------\n", - "Power/Rangers \n", - "-2.3627434 \n", - "2015 \n", - "['Action', 'Adventure', 'Science Fiction'] \n", - "Deboot of the Power Rangers. Joseph Kahn's take on the FAN FILM. Not a pilot, not a series, not for profit, strictly for exhibition. This is a bootleg experiment not affiliated or endorsed by Saban Entertainment or Lionsgate nor is it selling any product. He claims no rights to any of the characters. This is the NSFW version. \n", + "In the Line of Duty: The F.B.I. Murders \n", + "-1.553409 \n", + "1988 \n", + "['Crime', 'Action', 'Drama'] \n", + "It is 1985, and a small, tranquil Florida town is being rocked by a wave of vicious serial murders and bank robberies. Particularly sickening to the authorities is the gratuitous use of violence by two “Rambo” like killers who dress themselves in military garb. Based on actual events taken from FBI files, the movie depicts the Bureau’s efforts to track down these renegades. \n", "---------------------------------------\n" ] } ], "source": [ "from ltr import search\n", - "search.run(\"War Games\", modelName='title_fuzzy')" + "search(client, \"rambo\", modelName='title2')" ] }, { @@ -38612,18 +33475,6 @@ "display_name": "Python 3", "language": "python", "name": "python3" - }, - "language_info": { - "codemirror_mode": { - "name": "ipython", - "version": 3 - }, - "file_extension": ".py", - "mimetype": "text/x-python", - "name": "python", - "nbconvert_exporter": "python", - "pygments_lexer": "ipython3", - "version": "3.6.1" } }, "nbformat": 4,