From 601bb144b50a4706e9cea91265b7ac22fb63eb6d Mon Sep 17 00:00:00 2001 From: irecsys <2013iSocial> Date: Tue, 2 Feb 2016 07:02:22 -0600 Subject: [PATCH] Update ranking evaluation Update ranking evaluation on CARSKit v0.2.0 --- .DS_Store | Bin 0 -> 8196 bytes ._.DS_Store | Bin 0 -> 4096 bytes .idea/.name | 1 + .idea/artifacts/CARSKit_jar.xml | 18 + .idea/compiler.xml | 22 + .idea/copyright/profiles_settings.xml | 3 + .idea/libraries/context_aware_data_sets.xml | 16 + .idea/libraries/jar.xml | 10 + .idea/libraries/lib.xml | 16 + .idea/misc.xml | 40 + .idea/modules.xml | 8 + .idea/vcs.xml | 6 + .idea/workspace.xml | 790 ++++++++++++++++++ CARSKit.iml | 10 +- debug.log | 655 +++++++++++++++ doc_api/allclasses-frame.html | 4 +- doc_api/allclasses-noframe.html | 4 +- .../alg/baseline/avg/ContextAverage.html | 8 +- .../alg/baseline/avg/GlobalAverage.html | 8 +- .../carskit/alg/baseline/avg/ItemAverage.html | 8 +- .../alg/baseline/avg/ItemContextAverage.html | 8 +- 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doc_api/overview-summary.html | 6 +- doc_api/overview-tree.html | 6 +- doc_api/serialized-form.html | 6 +- jar/CARSKit-v0.2.0.jar | Bin 5870039 -> 5898577 bytes out/.DS_Store | Bin 0 -> 6148 bytes out/._.DS_Store | Bin 0 -> 4096 bytes out/artifacts/.DS_Store | Bin 0 -> 6148 bytes out/artifacts/._.DS_Store | Bin 0 -> 4096 bytes out/artifacts/CARSKit_jar/setting.conf | 82 ++ out/production/CARSKit/META-INF/MANIFEST.MF | 3 + out/production/CARSKit/resources/log4j.xml | 52 ++ src/carskit/generic/Recommender.java | 13 +- 158 files changed, 1998 insertions(+), 603 deletions(-) create mode 100644 .DS_Store create mode 100644 ._.DS_Store create mode 100644 .idea/.name create mode 100644 .idea/artifacts/CARSKit_jar.xml create mode 100644 .idea/compiler.xml create mode 100644 .idea/copyright/profiles_settings.xml create mode 100644 .idea/libraries/context_aware_data_sets.xml create mode 100644 .idea/libraries/jar.xml create mode 100644 .idea/libraries/lib.xml create mode 100644 .idea/misc.xml 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0000000..9bdc0f2 --- /dev/null +++ b/.idea/artifacts/CARSKit_jar.xml @@ -0,0 +1,18 @@ + + + $PROJECT_DIR$/out/artifacts/CARSKit_jar + + + + + + + + + + + + + + + \ No newline at end of file diff --git a/.idea/compiler.xml b/.idea/compiler.xml new file mode 100644 index 0000000..96cc43e --- /dev/null +++ b/.idea/compiler.xml @@ -0,0 +1,22 @@ + + + + + + + + + + + + + + + + + + + + + + \ No newline at end of file diff --git a/.idea/copyright/profiles_settings.xml b/.idea/copyright/profiles_settings.xml new file mode 100644 index 0000000..e7bedf3 --- /dev/null +++ b/.idea/copyright/profiles_settings.xml @@ -0,0 +1,3 @@ + + + \ No newline at end of file diff --git a/.idea/libraries/context_aware_data_sets.xml b/.idea/libraries/context_aware_data_sets.xml new file mode 100644 index 0000000..38abdda --- /dev/null +++ b/.idea/libraries/context_aware_data_sets.xml @@ -0,0 +1,16 @@ + + + + + + + + + + + + + + + + \ No newline at end of file diff --git a/.idea/libraries/jar.xml b/.idea/libraries/jar.xml new file mode 100644 index 0000000..74871da --- /dev/null +++ b/.idea/libraries/jar.xml @@ -0,0 +1,10 @@ + + + + + + + + + + \ No newline at end of file diff --git a/.idea/libraries/lib.xml b/.idea/libraries/lib.xml new file mode 100644 index 0000000..1a72e5e --- /dev/null +++ b/.idea/libraries/lib.xml @@ -0,0 +1,16 @@ + + + + + + + + + + + + + + + + \ No newline at end of file diff --git a/.idea/misc.xml b/.idea/misc.xml new file mode 100644 index 0000000..bf292bb --- /dev/null +++ b/.idea/misc.xml @@ -0,0 +1,40 @@ + + + + + + + + + + + + + + + + + + + + + + + \ No newline at end of file diff --git a/.idea/modules.xml b/.idea/modules.xml new file mode 100644 index 0000000..eeb5d94 --- /dev/null +++ b/.idea/modules.xml @@ -0,0 +1,8 @@ + + + + + + + + \ No newline at end of file diff --git a/.idea/vcs.xml b/.idea/vcs.xml new file mode 100644 index 0000000..35eb1dd --- /dev/null +++ b/.idea/vcs.xml @@ -0,0 +1,6 @@ + + + + + + \ No newline at end of file diff --git a/.idea/workspace.xml b/.idea/workspace.xml new file mode 100644 index 0000000..74250b3 --- /dev/null +++ b/.idea/workspace.xml @@ -0,0 +1,790 @@ + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + 125 + + + + + 1454417475984 + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + CARSKit:jar + + + + + + + + No facets are configured + + + + + + + + + + + + + + + 1.7 + + + + + + + + CARSKit + + + + + + + + 1.7 + + + + + + + + context-aware_data_sets + + + + + + + + \ No newline at end of file diff --git a/CARSKit.iml b/CARSKit.iml index ef165f6..ff3ae1d 100644 --- a/CARSKit.iml +++ b/CARSKit.iml @@ -4,16 +4,10 @@ - - - - - - - - + + \ No newline at end of file diff --git a/debug.log b/debug.log new file mode 100644 index 0000000..e79165d --- /dev/null +++ b/debug.log @@ -0,0 +1,655 @@ +[INFO ] 2016-02-02 06:54:26,978 -- WorkingPath: C:\Users\irecs\Desktop\Data\music\CARSKit.Workspace\ +[INFO ] 2016-02-02 06:54:26,996 -- Your original rating data path: C:\Users\irecs\Desktop\Data\music\ratings.txt +[INFO ] 2016-02-02 06:54:26,997 -- Current working path: C:\Users\irecs\Desktop\Data\music\CARSKit.Workspace\ +[WARN ] 2016-02-02 06:54:27,007 -- You rating data is in Compact format. CARSKit is working on transformation on the data format... +[INFO ] 2016-02-02 06:54:27,731 -- Data transformaton completed (from Compact to Binary format). See new rating file: C:\Users\irecs\Desktop\Data\music\CARSKit.Workspace\ratings_binary.txt +[INFO ] 2016-02-02 06:54:27,760 -- Dataset: ...ARSKit.Workspace\ratings_binary.txt +[INFO ] 2016-02-02 06:54:27,765 -- DataPath: C:\Users\irecs\Desktop\Data\music\CARSKit.Workspace\ratings_binary.txt +[INFO ] 2016-02-02 06:54:28,354 -- Rating data set has been successfully loaded. +[INFO ] 2016-02-02 06:54:28,371 -- +/*************************************************************************************************************************************************** + * + * Dataset: C:\Users\irecs\Desktop\Data\music\CARSKit.Workspace\ratings_binary.txt + * User amount: 42 + * Item amount: 139 + * Rate amount: 3938 + * Context dimensions: 8 (drivingstyle, landscape, mood, naturalphenomena, roadtype, sleepiness, trafficconditions, weather) + * Context conditions: 34 (drivingstyle: 3, landscape: 5, mood: 5, naturalphenomena: 5, roadtype: 4, sleepiness: 3, trafficconditions: 4, weather: 5) + * Context situations: 27 + * Contextual Data density: 8.0978% + * Scale distribution: [0.0 x 122, 3.0 x 652, 2.0 x 705, 1.0 x 1452, 4.0 x 513, 5.0 x 494] + * + * Average value of all ratings: 2.447647 + * Standard deviation of all ratings: 1.474440 + * Mode of all rating values: 1.000000 + * Median of all rating values: 2.000000 + * + ***************************************************************************************************************************************************/ +[INFO ] 2016-02-02 06:54:28,372 -- Dataset: ...ARSKit.Workspace\ratings_binary.txt +[INFO ] 2016-02-02 06:54:28,372 -- DataPath: C:\Users\irecs\Desktop\Data\music\CARSKit.Workspace\ratings_binary.txt +[INFO ] 2016-02-02 06:54:28,630 -- Rating data set has been successfully loaded. +[INFO ] 2016-02-02 06:54:28,633 -- With Setup: cv -k 5 -p on --rand-seed 1 --test-view all +[DEBUG] 2016-02-02 06:54:28,728 -- Fold [1]: training amount: 3029, test amount: 753 +[DEBUG] 2016-02-02 06:54:28,751 -- Fold [2]: training amount: 3025, test amount: 757 +[DEBUG] 2016-02-02 06:54:28,764 -- Fold [3]: training amount: 3023, test amount: 759 +[DEBUG] 2016-02-02 06:54:28,781 -- Fold [4]: training amount: 3025, test amount: 757 +[DEBUG] 2016-02-02 06:54:28,797 -- Fold [5]: training amount: 3026, test amount: 756 +[DEBUG] 2016-02-02 06:54:28,980 -- CAMF_C fold [2] iter 1: loss = 3378.7522, delta_loss = -3378.7522, learn_rate = 2.0E-10 +[DEBUG] 2016-02-02 06:54:28,987 -- CAMF_C fold [3] iter 1: loss = 3178.8167, delta_loss = -3178.8167, learn_rate = 2.0E-10 +[DEBUG] 2016-02-02 06:54:28,989 -- CAMF_C fold [2] iter 2: loss = 3378.7507, delta_loss = 0.0014837222, learn_rate = 2.0E-10 +[DEBUG] 2016-02-02 06:54:28,994 -- CAMF_C fold [3] iter 2: loss = 3178.8167, delta_loss = 3.648791E-5, learn_rate = 2.0E-10 +[DEBUG] 2016-02-02 06:54:28,997 -- CAMF_C fold [5] iter 1: loss = 3360.7961, delta_loss = -3360.7961, learn_rate = 2.0E-10 +[DEBUG] 2016-02-02 06:54:29,001 -- CAMF_C fold [3] iter 3: loss = 3178.8164, delta_loss = 3.7090114E-5, learn_rate = 2.1E-10 +[DEBUG] 2016-02-02 06:54:29,005 -- CAMF_C fold [5] iter 2: loss = 3360.7957, delta_loss = 5.208148E-4, learn_rate = 2.0E-10 +[DEBUG] 2016-02-02 06:54:29,006 -- CAMF_C fold [3] iter 4: loss = 3178.8164, delta_loss = 3.894463E-5, learn_rate = 2.2050001E-10 +[DEBUG] 2016-02-02 06:54:29,012 -- CAMF_C fold [5] iter 3: loss = 3360.7952, delta_loss = 5.335022E-4, learn_rate = 2.1E-10 +[DEBUG] 2016-02-02 06:54:29,018 -- CAMF_C fold [3] iter 5: loss = 3178.8164, delta_loss = 4.0891617E-5, learn_rate = 2.3152501E-10 +[DEBUG] 2016-02-02 06:54:29,018 -- CAMF_C fold [5] iter 4: loss = 3360.7944, delta_loss = 5.601728E-4, learn_rate = 2.2050001E-10 +[DEBUG] 2016-02-02 06:54:29,066 -- CAMF_C fold [2] iter 3: loss = 3378.7493, delta_loss = 0.001520473, learn_rate = 2.1E-10 +[DEBUG] 2016-02-02 06:54:29,066 -- CAMF_C fold [5] iter 5: loss = 3360.794, delta_loss = 5.8817654E-4, learn_rate = 2.3152501E-10 +[DEBUG] 2016-02-02 06:54:29,067 -- CAMF_C fold [4] iter 1: loss = 3122.145, delta_loss = -3122.145, learn_rate = 2.0E-10 +[DEBUG] 2016-02-02 06:54:29,072 -- CAMF_C fold [2] iter 4: loss = 3378.7478, delta_loss = 0.0015964834, learn_rate = 2.2050001E-10 +[DEBUG] 2016-02-02 06:54:29,072 -- CAMF_C fold [5] iter 6: loss = 3360.7935, delta_loss = 6.175801E-4, learn_rate = 2.4310126E-10 +[DEBUG] 2016-02-02 06:54:29,074 -- CAMF_C fold [4] iter 2: loss = 3122.145, delta_loss = 2.8380196E-5, learn_rate = 2.0E-10 +[DEBUG] 2016-02-02 06:54:29,077 -- CAMF_C fold [5] iter 7: loss = 3360.7927, delta_loss = 6.4845284E-4, learn_rate = 2.5525632E-10 +[DEBUG] 2016-02-02 06:54:29,077 -- CAMF_C fold [2] iter 5: loss = 3378.746, delta_loss = 0.001676293, learn_rate = 2.3152501E-10 +[DEBUG] 2016-02-02 06:54:29,080 -- CAMF_C fold [4] iter 3: loss = 3122.145, delta_loss = 2.8786659E-5, learn_rate = 2.1E-10 +[DEBUG] 2016-02-02 06:54:29,084 -- CAMF_C fold [2] iter 6: loss = 3378.7444, delta_loss = 0.0017600913, learn_rate = 2.4310126E-10 +[DEBUG] 2016-02-02 06:54:29,084 -- CAMF_C fold [5] iter 8: loss = 3360.792, delta_loss = 6.808689E-4, learn_rate = 2.6801913E-10 +[DEBUG] 2016-02-02 06:54:29,085 -- CAMF_C fold [4] iter 4: loss = 3122.145, delta_loss = 3.022595E-5, learn_rate = 2.2050001E-10 +[DEBUG] 2016-02-02 06:54:29,090 -- CAMF_C fold [5] iter 9: loss = 3360.7913, delta_loss = 7.1490515E-4, learn_rate = 2.8142008E-10 +[DEBUG] 2016-02-02 06:54:29,091 -- CAMF_C fold [2] iter 7: loss = 3378.7424, delta_loss = 0.0018480781, learn_rate = 2.5525632E-10 +[DEBUG] 2016-02-02 06:54:29,092 -- CAMF_C fold [4] iter 5: loss = 3122.1448, delta_loss = 3.173727E-5, learn_rate = 2.3152501E-10 +[DEBUG] 2016-02-02 06:54:29,126 -- CAMF_C fold [1] iter 1: loss = 3295.726, delta_loss = -3295.726, learn_rate = 2.0E-10 +[DEBUG] 2016-02-02 06:54:29,137 -- CAMF_C fold [1] iter 2: loss = 3295.7246, delta_loss = 0.001386051, learn_rate = 2.0E-10 +[DEBUG] 2016-02-02 06:54:29,139 -- CAMF_C fold [3] iter 6: loss = 3178.8164, delta_loss = 4.2936143E-5, learn_rate = 2.4310126E-10 +[DEBUG] 2016-02-02 06:54:29,143 -- CAMF_C fold [1] iter 3: loss = 3295.7231, delta_loss = 0.0014203662, learn_rate = 2.1E-10 +[DEBUG] 2016-02-02 06:54:29,145 -- CAMF_C fold [4] iter 6: loss = 3122.1448, delta_loss = 3.3324075E-5, learn_rate = 2.4310126E-10 +[DEBUG] 2016-02-02 06:54:29,146 -- CAMF_C fold [3] iter 7: loss = 3178.8164, delta_loss = 4.508272E-5, learn_rate = 2.5525632E-10 +[DEBUG] 2016-02-02 06:54:29,149 -- CAMF_C fold [1] iter 4: loss = 3295.7217, delta_loss = 0.0014913721, learn_rate = 2.2050001E-10 +[DEBUG] 2016-02-02 06:54:29,150 -- CAMF_C fold [2] iter 8: loss = 3378.7405, delta_loss = 0.0019404624, learn_rate = 2.6801913E-10 +[DEBUG] 2016-02-02 06:54:29,151 -- CAMF_C fold [3] iter 8: loss = 3178.8164, delta_loss = 4.733679E-5, learn_rate = 2.6801913E-10 +[DEBUG] 2016-02-02 06:54:29,156 -- CAMF_C fold [1] iter 5: loss = 3295.7202, delta_loss = 0.0015659268, learn_rate = 2.3152501E-10 +[DEBUG] 2016-02-02 06:54:29,156 -- CAMF_C fold [2] iter 9: loss = 3378.7385, delta_loss = 0.002037464, learn_rate = 2.8142008E-10 +[DEBUG] 2016-02-02 06:54:29,157 -- CAMF_C fold [3] iter 9: loss = 3178.8162, delta_loss = 4.970341E-5, learn_rate = 2.8142008E-10 +[DEBUG] 2016-02-02 06:54:29,162 -- CAMF_C fold [2] iter 10: loss = 3378.7363, delta_loss = 0.0021393131, learn_rate = 2.954911E-10 +[DEBUG] 2016-02-02 06:54:29,162 -- CAMF_C fold [5] iter 10: loss = 3360.7905, delta_loss = 7.506423E-4, learn_rate = 2.954911E-10 +[DEBUG] 2016-02-02 06:54:29,213 -- CAMF_C fold [1] iter 6: loss = 3295.7185, delta_loss = 0.001644208, learn_rate = 2.4310126E-10 +[DEBUG] 2016-02-02 06:54:29,220 -- CAMF_C fold [4] iter 7: loss = 3122.1448, delta_loss = 3.499031E-5, learn_rate = 2.5525632E-10 +[DEBUG] 2016-02-02 06:54:29,222 -- CAMF_C fold [5] iter 11: loss = 3360.7898, delta_loss = 7.881656E-4, learn_rate = 3.1026565E-10 +[DEBUG] 2016-02-02 06:54:29,222 -- CAMF_C fold [3] iter 10: loss = 3178.8162, delta_loss = 5.2188418E-5, learn_rate = 2.954911E-10 +[DEBUG] 2016-02-02 06:54:29,222 -- CAMF_C fold [1] iter 7: loss = 3295.7168, delta_loss = 0.0017264015, learn_rate = 2.5525632E-10 +[DEBUG] 2016-02-02 06:54:29,227 -- CAMF_C fold [5] iter 12: loss = 3360.7888, delta_loss = 8.275643E-4, learn_rate = 3.2577893E-10 +[DEBUG] 2016-02-02 06:54:29,227 -- CAMF_C fold [3] iter 11: loss = 3178.8162, delta_loss = 5.4797616E-5, learn_rate = 3.1026565E-10 +[DEBUG] 2016-02-02 06:54:29,228 -- CAMF_C fold [1] iter 8: loss = 3295.715, delta_loss = 0.0018127031, learn_rate = 2.6801913E-10 +[DEBUG] 2016-02-02 06:54:29,228 -- CAMF_C fold [4] iter 8: loss = 3122.1448, delta_loss = 3.6739766E-5, learn_rate = 2.6801913E-10 +[DEBUG] 2016-02-02 06:54:29,233 -- CAMF_C fold [5] iter 13: loss = 3360.788, delta_loss = 8.6893153E-4, learn_rate = 3.4206787E-10 +[DEBUG] 2016-02-02 06:54:29,233 -- CAMF_C fold [1] iter 9: loss = 3295.7131, delta_loss = 0.0019033178, learn_rate = 2.8142008E-10 +[DEBUG] 2016-02-02 06:54:29,233 -- CAMF_C fold [4] iter 9: loss = 3122.1448, delta_loss = 3.857672E-5, learn_rate = 2.8142008E-10 +[DEBUG] 2016-02-02 06:54:29,222 -- CAMF_C fold [2] iter 11: loss = 3378.7341, delta_loss = 0.0022462525, learn_rate = 3.1026565E-10 +[DEBUG] 2016-02-02 06:54:29,239 -- CAMF_C fold [5] iter 14: loss = 3360.787, delta_loss = 9.1236626E-4, learn_rate = 3.5917128E-10 +[DEBUG] 2016-02-02 06:54:29,240 -- CAMF_C fold [2] iter 12: loss = 3378.7317, delta_loss = 0.0023585362, learn_rate = 3.2577893E-10 +[DEBUG] 2016-02-02 06:54:29,240 -- CAMF_C fold [4] iter 10: loss = 3122.1448, delta_loss = 4.050549E-5, learn_rate = 2.954911E-10 +[DEBUG] 2016-02-02 06:54:29,241 -- CAMF_C fold [1] iter 10: loss = 3295.7112, delta_loss = 0.001998461, learn_rate = 2.954911E-10 +[DEBUG] 2016-02-02 06:54:29,248 -- CAMF_C fold [2] iter 13: loss = 3378.7292, delta_loss = 0.002476431, learn_rate = 3.4206787E-10 +[DEBUG] 2016-02-02 06:54:29,249 -- CAMF_C fold [5] iter 15: loss = 3360.7861, delta_loss = 9.579715E-4, learn_rate = 3.7712983E-10 +[DEBUG] 2016-02-02 06:54:29,249 -- CAMF_C fold [4] iter 11: loss = 3122.1445, delta_loss = 4.2530784E-5, learn_rate = 3.1026565E-10 +[DEBUG] 2016-02-02 06:54:29,233 -- CAMF_C fold [3] iter 12: loss = 3178.8162, delta_loss = 5.753734E-5, learn_rate = 3.2577893E-10 +[DEBUG] 2016-02-02 06:54:29,257 -- CAMF_C fold [2] iter 14: loss = 3378.7266, delta_loss = 0.0026002172, learn_rate = 3.5917128E-10 +[DEBUG] 2016-02-02 06:54:29,260 -- CAMF_C fold [3] iter 13: loss = 3178.816, delta_loss = 6.041395E-5, learn_rate = 3.4206787E-10 +[DEBUG] 2016-02-02 06:54:29,268 -- CAMF_C fold [3] iter 14: loss = 3178.816, delta_loss = 6.343439E-5, learn_rate = 3.5917128E-10 +[DEBUG] 2016-02-02 06:54:29,273 -- CAMF_C fold [1] iter 11: loss = 3295.709, delta_loss = 0.0020983592, learn_rate = 3.1026565E-10 +[DEBUG] 2016-02-02 06:54:29,283 -- CAMF_C fold [5] iter 16: loss = 3360.7852, delta_loss = 0.0010058556, learn_rate = 3.9598633E-10 +[DEBUG] 2016-02-02 06:54:29,283 -- CAMF_C fold [4] iter 12: loss = 3122.1445, delta_loss = 4.4657216E-5, learn_rate = 3.2577893E-10 +[DEBUG] 2016-02-02 06:54:29,283 -- CAMF_C fold [1] iter 12: loss = 3295.7068, delta_loss = 0.0022032498, learn_rate = 3.2577893E-10 +[DEBUG] 2016-02-02 06:54:29,292 -- CAMF_C fold [5] iter 17: loss = 3360.7842, delta_loss = 0.0010561327, learn_rate = 4.1578563E-10 +[DEBUG] 2016-02-02 06:54:29,293 -- CAMF_C fold [4] iter 13: loss = 3122.1445, delta_loss = 4.6890138E-5, learn_rate = 3.4206787E-10 +[DEBUG] 2016-02-02 06:54:29,340 -- CAMF_C fold [1] iter 13: loss = 3295.7046, delta_loss = 0.002313382, learn_rate = 3.4206787E-10 +[DEBUG] 2016-02-02 06:54:29,342 -- CAMF_C fold [2] iter 15: loss = 3378.7239, delta_loss = 0.0027301894, learn_rate = 3.7712983E-10 +[DEBUG] 2016-02-02 06:54:29,343 -- CAMF_C fold [5] iter 18: loss = 3360.783, delta_loss = 0.0011089216, learn_rate = 4.3657492E-10 +[DEBUG] 2016-02-02 06:54:29,343 -- CAMF_C fold [4] iter 14: loss = 3122.1445, delta_loss = 4.9234506E-5, learn_rate = 3.5917128E-10 +[DEBUG] 2016-02-02 06:54:29,346 -- CAMF_C fold [1] iter 14: loss = 3295.7021, delta_loss = 0.0024290178, learn_rate = 3.5917128E-10 +[DEBUG] 2016-02-02 06:54:29,348 -- CAMF_C fold [2] iter 16: loss = 3378.721, delta_loss = 0.0028666558, learn_rate = 3.9598633E-10 +[DEBUG] 2016-02-02 06:54:29,348 -- CAMF_C fold [5] iter 19: loss = 3360.782, delta_loss = 0.0011643484, learn_rate = 4.5840368E-10 +[DEBUG] 2016-02-02 06:54:29,348 -- CAMF_C fold [4] iter 15: loss = 3122.1445, delta_loss = 5.1696206E-5, learn_rate = 3.7712983E-10 +[DEBUG] 2016-02-02 06:54:29,351 -- CAMF_C fold [1] iter 15: loss = 3295.6995, delta_loss = 0.002550432, learn_rate = 3.7712983E-10 +[DEBUG] 2016-02-02 06:54:29,353 -- CAMF_C fold [2] iter 17: loss = 3378.718, delta_loss = 0.0030099414, learn_rate = 4.1578563E-10 +[DEBUG] 2016-02-02 06:54:29,353 -- CAMF_C fold [5] iter 20: loss = 3360.7808, delta_loss = 0.0012225445, learn_rate = 4.8132387E-10 +[DEBUG] 2016-02-02 06:54:29,356 -- CAMF_C fold [3] iter 15: loss = 3178.816, delta_loss = 6.66057E-5, learn_rate = 3.7712983E-10 +[DEBUG] 2016-02-02 06:54:29,358 -- CAMF_C fold [1] iter 16: loss = 3295.6968, delta_loss = 0.002677913, learn_rate = 3.9598633E-10 +[DEBUG] 2016-02-02 06:54:29,359 -- CAMF_C fold [5] iter 21: loss = 3360.7793, delta_loss = 0.0012836483, learn_rate = 5.0539006E-10 +[DEBUG] 2016-02-02 06:54:29,360 -- CAMF_C fold [2] iter 18: loss = 3378.7148, delta_loss = 0.0031603866, learn_rate = 4.3657492E-10 +[DEBUG] 2016-02-02 06:54:29,362 -- CAMF_C fold [3] iter 16: loss = 3178.816, delta_loss = 6.993571E-5, learn_rate = 3.9598633E-10 +[DEBUG] 2016-02-02 06:54:29,363 -- CAMF_C fold [1] iter 17: loss = 3295.694, delta_loss = 0.0028117641, learn_rate = 4.1578563E-10 +[DEBUG] 2016-02-02 06:54:29,365 -- CAMF_C fold [5] iter 22: loss = 3360.778, delta_loss = 0.0013478048, learn_rate = 5.3065957E-10 +[DEBUG] 2016-02-02 06:54:29,365 -- CAMF_C fold [2] iter 19: loss = 3378.7117, delta_loss = 0.0033183484, learn_rate = 4.5840368E-10 +[DEBUG] 2016-02-02 06:54:29,367 -- CAMF_C fold [3] iter 17: loss = 3178.8157, delta_loss = 7.343221E-5, learn_rate = 4.1578563E-10 +[DEBUG] 2016-02-02 06:54:29,369 -- CAMF_C fold [1] iter 18: loss = 3295.6912, delta_loss = 0.0029523033, learn_rate = 4.3657492E-10 +[DEBUG] 2016-02-02 06:54:29,371 -- CAMF_C fold [5] iter 23: loss = 3360.7766, delta_loss = 0.0014151664, learn_rate = 5.571925E-10 +[DEBUG] 2016-02-02 06:54:29,373 -- CAMF_C fold [2] iter 20: loss = 3378.708, delta_loss = 0.0034842025, learn_rate = 4.8132387E-10 +[DEBUG] 2016-02-02 06:54:29,373 -- CAMF_C fold [3] iter 18: loss = 3178.8157, delta_loss = 7.710328E-5, learn_rate = 4.3657492E-10 +[DEBUG] 2016-02-02 06:54:29,373 -- CAMF_C fold [4] iter 16: loss = 3122.1443, delta_loss = 5.4280965E-5, learn_rate = 3.9598633E-10 +[DEBUG] 2016-02-02 06:54:29,379 -- CAMF_C fold [3] iter 19: loss = 3178.8157, delta_loss = 8.095807E-5, learn_rate = 4.5840368E-10 +[DEBUG] 2016-02-02 06:54:29,379 -- CAMF_C fold [4] iter 17: loss = 3122.1443, delta_loss = 5.6994886E-5, learn_rate = 4.1578563E-10 +[DEBUG] 2016-02-02 06:54:29,384 -- CAMF_C fold [3] iter 20: loss = 3178.8154, delta_loss = 8.500553E-5, learn_rate = 4.8132387E-10 +[DEBUG] 2016-02-02 06:54:29,384 -- CAMF_C fold [4] iter 18: loss = 3122.1443, delta_loss = 5.9844693E-5, learn_rate = 4.3657492E-10 +[DEBUG] 2016-02-02 06:54:29,402 -- CAMF_C fold [4] iter 19: loss = 3122.1443, delta_loss = 6.283676E-5, learn_rate = 4.5840368E-10 +[DEBUG] 2016-02-02 06:54:29,404 -- CAMF_C fold [5] iter 24: loss = 3360.7751, delta_loss = 0.0014858934, learn_rate = 5.850522E-10 +[DEBUG] 2016-02-02 06:54:29,403 -- CAMF_C fold [1] iter 19: loss = 3295.688, delta_loss = 0.003099864, learn_rate = 4.5840368E-10 +[DEBUG] 2016-02-02 06:54:29,402 -- CAMF_C fold [2] iter 21: loss = 3378.7043, delta_loss = 0.0036583429, learn_rate = 5.0539006E-10 +[DEBUG] 2016-02-02 06:54:29,440 -- CAMF_C fold [5] iter 25: loss = 3360.7734, delta_loss = 0.0015601533, learn_rate = 6.143048E-10 +[DEBUG] 2016-02-02 06:54:29,440 -- CAMF_C fold [2] iter 22: loss = 3378.7007, delta_loss = 0.0038411831, learn_rate = 5.3065957E-10 +[DEBUG] 2016-02-02 06:54:29,440 -- CAMF_C fold [1] iter 20: loss = 3295.6848, delta_loss = 0.0032547975, learn_rate = 4.8132387E-10 +[DEBUG] 2016-02-02 06:54:29,441 -- CAMF_C fold [3] iter 21: loss = 3178.8154, delta_loss = 8.925519E-5, learn_rate = 5.0539006E-10 +[DEBUG] 2016-02-02 06:54:29,445 -- CAMF_C fold [5] iter 26: loss = 3360.772, delta_loss = 0.0016381226, learn_rate = 6.4502E-10 +[DEBUG] 2016-02-02 06:54:29,445 -- CAMF_C fold [2] iter 23: loss = 3378.6965, delta_loss = 0.0040331576, learn_rate = 5.571925E-10 +[DEBUG] 2016-02-02 06:54:29,446 -- CAMF_C fold [1] iter 21: loss = 3295.6814, delta_loss = 0.0034174714, learn_rate = 5.0539006E-10 +[DEBUG] 2016-02-02 06:54:29,446 -- CAMF_C fold [3] iter 22: loss = 3178.8154, delta_loss = 9.37173E-5, learn_rate = 5.3065957E-10 +[DEBUG] 2016-02-02 06:54:29,451 -- CAMF_C fold [5] iter 27: loss = 3360.7703, delta_loss = 0.0017199867, learn_rate = 6.77271E-10 +[DEBUG] 2016-02-02 06:54:29,451 -- CAMF_C fold [2] iter 24: loss = 3378.6924, delta_loss = 0.004234722, learn_rate = 5.850522E-10 +[DEBUG] 2016-02-02 06:54:29,451 -- CAMF_C fold [1] iter 22: loss = 3295.6777, delta_loss = 0.003588272, learn_rate = 5.3065957E-10 +[DEBUG] 2016-02-02 06:54:29,457 -- CAMF_C fold [5] iter 28: loss = 3360.7683, delta_loss = 0.0018059395, learn_rate = 7.1113454E-10 +[DEBUG] 2016-02-02 06:54:29,458 -- CAMF_C fold [2] iter 25: loss = 3378.6877, delta_loss = 0.0044463547, learn_rate = 6.143048E-10 +[DEBUG] 2016-02-02 06:54:29,459 -- CAMF_C fold [1] iter 23: loss = 3295.6738, delta_loss = 0.0037676056, learn_rate = 5.571925E-10 +[DEBUG] 2016-02-02 06:54:29,462 -- CAMF_C fold [5] iter 29: loss = 3360.7666, delta_loss = 0.0018961851, learn_rate = 7.4669126E-10 +[DEBUG] 2016-02-02 06:54:29,464 -- CAMF_C fold [2] iter 26: loss = 3378.683, delta_loss = 0.004668559, learn_rate = 6.4502E-10 +[DEBUG] 2016-02-02 06:54:29,465 -- CAMF_C fold [1] iter 24: loss = 3295.67, delta_loss = 0.0039558974, learn_rate = 5.850522E-10 +[DEBUG] 2016-02-02 06:54:29,469 -- CAMF_C fold [3] iter 23: loss = 3178.8152, delta_loss = 9.840258E-5, learn_rate = 5.571925E-10 +[DEBUG] 2016-02-02 06:54:29,440 -- CAMF_C fold [4] iter 20: loss = 3122.144, delta_loss = 6.59785E-5, learn_rate = 4.8132387E-10 +[DEBUG] 2016-02-02 06:54:29,470 -- CAMF_C fold [1] iter 25: loss = 3295.6658, delta_loss = 0.004153595, learn_rate = 6.143048E-10 +[DEBUG] 2016-02-02 06:54:29,476 -- CAMF_C fold [3] iter 24: loss = 3178.8152, delta_loss = 1.0332206E-4, learn_rate = 5.850522E-10 +[DEBUG] 2016-02-02 06:54:29,480 -- CAMF_C fold [4] iter 21: loss = 3122.144, delta_loss = 6.927739E-5, learn_rate = 5.0539006E-10 +[DEBUG] 2016-02-02 06:54:29,481 -- CAMF_C fold [3] iter 25: loss = 3178.815, delta_loss = 1.08487235E-4, learn_rate = 6.143048E-10 +[DEBUG] 2016-02-02 06:54:29,486 -- CAMF_C fold [4] iter 22: loss = 3122.144, delta_loss = 7.2741095E-5, learn_rate = 5.3065957E-10 +[DEBUG] 2016-02-02 06:54:29,492 -- CAMF_C fold [3] iter 26: loss = 3178.815, delta_loss = 1.1391082E-4, learn_rate = 6.4502E-10 +[DEBUG] 2016-02-02 06:54:29,493 -- CAMF_C fold [4] iter 23: loss = 3122.144, delta_loss = 7.637806E-5, learn_rate = 5.571925E-10 +[DEBUG] 2016-02-02 06:54:29,502 -- CAMF_C fold [4] iter 24: loss = 3122.1438, delta_loss = 8.0196834E-5, learn_rate = 5.850522E-10 +[DEBUG] 2016-02-02 06:54:29,508 -- CAMF_C fold [5] iter 30: loss = 3360.7644, delta_loss = 0.001990938, learn_rate = 7.8402584E-10 +[DEBUG] 2016-02-02 06:54:29,508 -- CAMF_C fold [2] iter 27: loss = 3378.6782, delta_loss = 0.0049018613, learn_rate = 6.77271E-10 +[DEBUG] 2016-02-02 06:54:29,516 -- CAMF_C fold [5] iter 31: loss = 3360.7625, delta_loss = 0.0020904224, learn_rate = 8.2322715E-10 +[DEBUG] 2016-02-02 06:54:29,524 -- CAMF_C fold [2] iter 28: loss = 3378.673, delta_loss = 0.0051468164, learn_rate = 7.1113454E-10 +[DEBUG] 2016-02-02 06:54:29,527 -- CAMF_C fold [5] iter 32: loss = 3360.7603, delta_loss = 0.002194875, learn_rate = 8.643885E-10 +[DEBUG] 2016-02-02 06:54:29,530 -- CAMF_C fold [1] iter 26: loss = 3295.6614, delta_loss = 0.0043611676, learn_rate = 6.4502E-10 +[DEBUG] 2016-02-02 06:54:29,536 -- CAMF_C fold [5] iter 33: loss = 3360.7578, delta_loss = 0.0023045428, learn_rate = 9.0760793E-10 +[DEBUG] 2016-02-02 06:54:29,539 -- CAMF_C fold [1] iter 27: loss = 3295.657, delta_loss = 0.0045791073, learn_rate = 6.77271E-10 +[DEBUG] 2016-02-02 06:54:29,540 -- CAMF_C fold [2] iter 29: loss = 3378.6677, delta_loss = 0.005404005, learn_rate = 7.4669126E-10 +[DEBUG] 2016-02-02 06:54:29,548 -- CAMF_C fold [1] iter 28: loss = 3295.652, delta_loss = 0.004807932, learn_rate = 7.1113454E-10 +[DEBUG] 2016-02-02 06:54:29,550 -- CAMF_C fold [2] iter 30: loss = 3378.662, delta_loss = 0.005674037, learn_rate = 7.8402584E-10 +[DEBUG] 2016-02-02 06:54:29,561 -- CAMF_C fold [3] iter 27: loss = 3178.8147, delta_loss = 1.1960538E-4, learn_rate = 6.77271E-10 +[DEBUG] 2016-02-02 06:54:29,561 -- CAMF_C fold [4] iter 25: loss = 3122.1438, delta_loss = 8.420656E-5, learn_rate = 6.143048E-10 +[DEBUG] 2016-02-02 06:54:29,570 -- CAMF_C fold [3] iter 28: loss = 3178.8147, delta_loss = 1.2558456E-4, learn_rate = 7.1113454E-10 +[DEBUG] 2016-02-02 06:54:29,571 -- CAMF_C fold [4] iter 26: loss = 3122.1438, delta_loss = 8.8416724E-5, learn_rate = 6.4502E-10 +[DEBUG] 2016-02-02 06:54:29,581 -- CAMF_C fold [4] iter 27: loss = 3122.1436, delta_loss = 9.283738E-5, learn_rate = 6.77271E-10 +[DEBUG] 2016-02-02 06:54:29,582 -- CAMF_C fold [3] iter 29: loss = 3178.8145, delta_loss = 1.318626E-4, learn_rate = 7.4669126E-10 +[DEBUG] 2016-02-02 06:54:29,590 -- CAMF_C fold [4] iter 28: loss = 3122.1436, delta_loss = 9.747903E-5, learn_rate = 7.1113454E-10 +[DEBUG] 2016-02-02 06:54:29,593 -- CAMF_C fold [5] iter 34: loss = 3360.7554, delta_loss = 0.0024196866, learn_rate = 9.529884E-10 +[DEBUG] 2016-02-02 06:54:29,596 -- CAMF_C fold [2] iter 31: loss = 3378.656, delta_loss = 0.005957554, learn_rate = 8.2322715E-10 +[DEBUG] 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06:54:29,650 -- CAMF_C fold [3] iter 31: loss = 3178.8142, delta_loss = 1.4537571E-4, learn_rate = 8.2322715E-10 +[DEBUG] 2016-02-02 06:54:29,657 -- CAMF_C fold [4] iter 32: loss = 3122.143, delta_loss = 1.18485346E-4, learn_rate = 8.643885E-10 +[DEBUG] 2016-02-02 06:54:29,658 -- CAMF_C fold [3] iter 32: loss = 3178.814, delta_loss = 1.5264294E-4, learn_rate = 8.643885E-10 +[DEBUG] 2016-02-02 06:54:29,662 -- CAMF_C fold [4] iter 33: loss = 3122.1428, delta_loss = 1.2440939E-4, learn_rate = 9.0760793E-10 +[DEBUG] 2016-02-02 06:54:29,663 -- CAMF_C fold [3] iter 33: loss = 3178.814, delta_loss = 1.6027331E-4, learn_rate = 9.0760793E-10 +[DEBUG] 2016-02-02 06:54:29,668 -- CAMF_C fold [4] iter 34: loss = 3122.1428, delta_loss = 1.3062949E-4, learn_rate = 9.529884E-10 +[DEBUG] 2016-02-02 06:54:29,669 -- CAMF_C fold [3] iter 34: loss = 3178.8137, delta_loss = 1.6828509E-4, learn_rate = 9.529884E-10 +[DEBUG] 2016-02-02 06:54:29,675 -- CAMF_C fold [3] iter 35: loss = 3178.8135, delta_loss = 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06:54:29,964 -- CAMF_C fold [2] iter 48: loss = 3378.4946, delta_loss = 0.013643316, learn_rate = 1.8868516E-9 +[DEBUG] 2016-02-02 06:54:29,966 -- CAMF_C fold [5] iter 52: loss = 3360.684, delta_loss = 0.005817332, learn_rate = 2.29348E-9 +[DEBUG] 2016-02-02 06:54:29,966 -- CAMF_C fold [4] iter 48: loss = 3122.1401, delta_loss = 2.5862386E-4, learn_rate = 1.8868516E-9 +[DEBUG] 2016-02-02 06:54:29,970 -- CAMF_C fold [2] iter 49: loss = 3378.4802, delta_loss = 0.014324411, learn_rate = 1.9811943E-9 +[DEBUG] 2016-02-02 06:54:29,970 -- CAMF_C fold [3] iter 50: loss = 3178.8096, delta_loss = 3.6724118E-4, learn_rate = 2.080254E-9 +[DEBUG] 2016-02-02 06:54:29,974 -- CAMF_C fold [4] iter 49: loss = 3122.14, delta_loss = 2.7155346E-4, learn_rate = 1.9811943E-9 +[DEBUG] 2016-02-02 06:54:29,974 -- CAMF_C fold [5] iter 53: loss = 3360.678, delta_loss = 0.0061076656, learn_rate = 2.408154E-9 +[DEBUG] 2016-02-02 06:54:29,975 -- CAMF_C fold [3] iter 51: loss = 3178.809, delta_loss = 3.855931E-4, 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1.9625652E-8 +[DEBUG] 2016-02-02 06:54:30,723 -- CAMF_C fold [1] iter 97: loss = 3292.8503, delta_loss = 0.13711737, learn_rate = 2.0606935E-8 +[DEBUG] 2016-02-02 06:54:30,725 -- CAMF_C fold [5] iter 98: loss = 3359.6614, delta_loss = 0.054081324, learn_rate = 2.1637282E-8 +[DEBUG] 2016-02-02 06:54:30,730 -- CAMF_C fold [5] iter 99: loss = 3359.6047, delta_loss = 0.05673875, learn_rate = 2.2719146E-8 +[DEBUG] 2016-02-02 06:54:30,738 -- CAMF_C fold [2] iter 105: loss = 3374.208, delta_loss = 0.2152193, learn_rate = 3.044583E-8 +[DEBUG] 2016-02-02 06:54:30,744 -- CAMF_C fold [2] iter 106: loss = 3373.9824, delta_loss = 0.22570789, learn_rate = 3.196812E-8 +[DEBUG] 2016-02-02 06:54:30,747 -- CAMF_C fold [5] iter 100: loss = 3359.5452, delta_loss = 0.059524313, learn_rate = 2.3855105E-8 +[DEBUG] 2016-02-02 06:54:30,748 -- CAMF_C fold [3] iter 108: loss = 3178.6873, delta_loss = 0.0061708638, learn_rate = 3.5244852E-8 +[DEBUG] 2016-02-02 06:54:30,752 -- CAMF_C fold [5] iter 101: loss = 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06:54:30,764 -- CAMF_C fold [5] iter 103: loss = 3359.3486, delta_loss = 0.06871036, learn_rate = 2.7615265E-8 +[DEBUG] 2016-02-02 06:54:30,767 -- CAMF_C fold [3] iter 111: loss = 3178.6667, delta_loss = 0.0071337847, learn_rate = 4.0800323E-8 +[DEBUG] 2016-02-02 06:54:30,767 -- CAMF_C fold [2] iter 108: loss = 3373.4973, delta_loss = 0.2481978, learn_rate = 3.5244852E-8 +[DEBUG] 2016-02-02 06:54:30,770 -- CAMF_C fold [1] iter 98: loss = 3292.7063, delta_loss = 0.14385436, learn_rate = 2.1637282E-8 +[DEBUG] 2016-02-02 06:54:30,771 -- CAMF_C fold [4] iter 101: loss = 3122.0735, delta_loss = 0.0034287598, learn_rate = 2.5047859E-8 +[DEBUG] 2016-02-02 06:54:30,773 -- CAMF_C fold [3] iter 112: loss = 3178.6592, delta_loss = 0.0074867224, learn_rate = 4.2840337E-8 +[DEBUG] 2016-02-02 06:54:30,774 -- CAMF_C fold [2] iter 109: loss = 3373.237, delta_loss = 0.2602441, learn_rate = 3.7007094E-8 +[DEBUG] 2016-02-02 06:54:30,777 -- CAMF_C fold [1] iter 99: loss = 3292.5554, delta_loss = 0.15091614, learn_rate = 2.2719146E-8 +[DEBUG] 2016-02-02 06:54:30,777 -- CAMF_C fold [4] iter 102: loss = 3122.0698, delta_loss = 0.0035999466, learn_rate = 2.6300253E-8 +[DEBUG] 2016-02-02 06:54:30,782 -- CAMF_C fold [1] iter 100: loss = 3292.3972, delta_loss = 0.15831773, learn_rate = 2.3855105E-8 +[DEBUG] 2016-02-02 06:54:30,782 -- CAMF_C fold [4] iter 103: loss = 3122.0662, delta_loss = 0.0037796674, learn_rate = 2.7615265E-8 +[DEBUG] 2016-02-02 06:54:30,783 -- CAMF_C fold [2] iter 110: loss = 3372.9644, delta_loss = 0.27285606, learn_rate = 3.885745E-8 +[DEBUG] 2016-02-02 06:54:30,786 -- CAMF_C fold [3] iter 113: loss = 3178.6514, delta_loss = 0.00785693, learn_rate = 4.4982357E-8 +[DEBUG] 2016-02-02 06:54:30,788 -- CAMF_C fold [1] iter 101: loss = 3292.2312, delta_loss = 0.16607475, learn_rate = 2.5047859E-8 +[DEBUG] 2016-02-02 06:54:30,793 -- CAMF_C fold [1] iter 102: loss = 3292.057, delta_loss = 0.17420353, learn_rate = 2.6300253E-8 +[DEBUG] 2016-02-02 06:54:30,797 -- CAMF_C fold [5] iter 104: loss = 3359.2764, delta_loss = 0.07207028, learn_rate = 2.8996027E-8 +[DEBUG] 2016-02-02 06:54:30,800 -- CAMF_C fold [1] iter 103: loss = 3291.8743, delta_loss = 0.182721, learn_rate = 2.7615265E-8 +[DEBUG] 2016-02-02 06:54:30,803 -- CAMF_C fold [5] iter 105: loss = 3359.201, delta_loss = 0.07559054, learn_rate = 3.044583E-8 +[DEBUG] 2016-02-02 06:54:30,810 -- CAMF_C fold [5] iter 106: loss = 3359.1216, delta_loss = 0.0792784, learn_rate = 3.196812E-8 +[DEBUG] 2016-02-02 06:54:30,811 -- CAMF_C fold [4] iter 104: loss = 3122.0623, delta_loss = 0.003968346, learn_rate = 2.8996027E-8 +[DEBUG] 2016-02-02 06:54:30,815 -- CAMF_C fold [5] iter 107: loss = 3359.0383, delta_loss = 0.08314139, learn_rate = 3.3566526E-8 +[DEBUG] 2016-02-02 06:54:30,816 -- CAMF_C fold [4] iter 105: loss = 3122.0579, delta_loss = 0.004166428, learn_rate = 3.044583E-8 +[DEBUG] 2016-02-02 06:54:30,820 -- CAMF_C fold [5] iter 108: loss = 3358.9512, delta_loss = 0.08718732, learn_rate = 3.5244852E-8 +[DEBUG] 2016-02-02 06:54:30,823 -- CAMF_C fold [4] iter 106: loss = 3122.0537, delta_loss = 0.0043743798, learn_rate = 3.196812E-8 +[DEBUG] 2016-02-02 06:54:30,827 -- CAMF_C fold [5] iter 109: loss = 3358.8599, delta_loss = 0.09142433, learn_rate = 3.7007094E-8 +[DEBUG] 2016-02-02 06:54:30,827 -- CAMF_C fold [2] iter 111: loss = 3372.6782, delta_loss = 0.28605825, learn_rate = 4.0800323E-8 +[DEBUG] 2016-02-02 06:54:30,827 -- CAMF_C fold [3] iter 114: loss = 3178.643, delta_loss = 0.008245232, learn_rate = 4.7231474E-8 +[DEBUG] 2016-02-02 06:54:30,829 -- CAMF_C fold [4] iter 107: loss = 3122.049, delta_loss = 0.0045926915, learn_rate = 3.3566526E-8 +[DEBUG] 2016-02-02 06:54:30,829 -- CAMF_C fold [1] iter 104: loss = 3291.6826, delta_loss = 0.19164483, learn_rate = 2.8996027E-8 +[DEBUG] 2016-02-02 06:54:30,833 -- CAMF_C fold [2] iter 112: loss = 3372.3784, delta_loss = 0.29987615, learn_rate = 4.2840337E-8 +[DEBUG] 2016-02-02 06:54:30,833 -- CAMF_C fold [3] iter 115: loss = 3178.6345, delta_loss = 0.008652492, learn_rate = 4.9593048E-8 +[DEBUG] 2016-02-02 06:54:30,834 -- CAMF_C fold [4] iter 108: loss = 3122.0442, delta_loss = 0.004821878, learn_rate = 3.5244852E-8 +[DEBUG] 2016-02-02 06:54:30,834 -- CAMF_C fold [1] iter 105: loss = 3291.4814, delta_loss = 0.20099336, learn_rate = 3.044583E-8 +[DEBUG] 2016-02-02 06:54:30,839 -- CAMF_C fold [2] iter 113: loss = 3372.064, delta_loss = 0.31433615, learn_rate = 4.4982357E-8 +[DEBUG] 2016-02-02 06:54:30,839 -- CAMF_C fold [3] iter 116: loss = 3178.6255, delta_loss = 0.009079615, learn_rate = 5.20727E-8 +[DEBUG] 2016-02-02 06:54:30,840 -- CAMF_C fold [4] iter 109: loss = 3122.039, delta_loss = 0.005062478, learn_rate = 3.7007094E-8 +[DEBUG] 2016-02-02 06:54:30,841 -- CAMF_C fold [1] iter 106: loss = 3291.2708, delta_loss = 0.21078569, learn_rate = 3.196812E-8 +[DEBUG] 2016-02-02 06:54:30,845 -- CAMF_C fold [2] iter 114: loss = 3371.7346, delta_loss = 0.32946548, learn_rate = 4.7231474E-8 +[DEBUG] 2016-02-02 06:54:30,845 -- CAMF_C fold [3] iter 117: loss = 3178.616, delta_loss = 0.009527542, learn_rate = 5.4676335E-8 +[DEBUG] 2016-02-02 06:54:30,846 -- CAMF_C fold [1] iter 107: loss = 3291.0498, delta_loss = 0.2210416, learn_rate = 3.3566526E-8 +[DEBUG] 2016-02-02 06:54:30,850 -- CAMF_C fold [2] iter 115: loss = 3371.3894, delta_loss = 0.34529227, learn_rate = 4.9593048E-8 +[DEBUG] 2016-02-02 06:54:30,850 -- CAMF_C fold [3] iter 118: loss = 3178.606, delta_loss = 0.00999726, learn_rate = 5.741015E-8 +[DEBUG] 2016-02-02 06:54:30,852 -- CAMF_C fold [1] iter 108: loss = 3290.8179, delta_loss = 0.23178169, learn_rate = 3.5244852E-8 +[DEBUG] 2016-02-02 06:54:30,857 -- CAMF_C fold [3] iter 119: loss = 3178.5955, delta_loss = 0.010489798, learn_rate = 6.028066E-8 +[DEBUG] 2016-02-02 06:54:30,858 -- CAMF_C fold [1] iter 109: loss = 3290.575, delta_loss = 0.24302728, learn_rate = 3.7007094E-8 +[DEBUG] 2016-02-02 06:54:30,859 -- CAMF_C fold [2] iter 116: loss = 3371.0273, delta_loss = 0.36184552, learn_rate = 5.20727E-8 +[DEBUG] 2016-02-02 06:54:30,866 -- CAMF_C fold [5] iter 110: loss = 3358.764, delta_loss = 0.09586085, learn_rate = 3.885745E-8 +[DEBUG] 2016-02-02 06:54:30,868 -- CAMF_C fold [1] iter 110: loss = 3290.32, delta_loss = 0.25480053, learn_rate = 3.885745E-8 +[DEBUG] 2016-02-02 06:54:30,877 -- CAMF_C fold [3] iter 120: loss = 3178.5845, delta_loss = 0.011006231, learn_rate = 6.329469E-8 +[DEBUG] 2016-02-02 06:54:30,877 -- CAMF_C fold [2] iter 117: loss = 3370.6482, delta_loss = 0.37915513, learn_rate = 5.4676335E-8 +[DEBUG] 2016-02-02 06:54:30,874 -- CAMF_C fold [4] iter 110: loss = 3122.0337, delta_loss = 0.005315058, learn_rate = 3.885745E-8 +[DEBUG] 2016-02-02 06:54:30,879 -- CAMF_C fold [3] evaluate test data ... +[DEBUG] 2016-02-02 06:54:30,883 -- CAMF_C fold [2] iter 118: loss = 3370.251, delta_loss = 0.39725184, learn_rate = 5.741015E-8 +[DEBUG] 2016-02-02 06:54:30,884 -- CAMF_C fold [4] iter 111: loss = 3122.0283, delta_loss = 0.0055802125, learn_rate = 4.0800323E-8 +[DEBUG] 2016-02-02 06:54:30,889 -- CAMF_C fold [4] iter 112: loss = 3122.0225, delta_loss = 0.005858564, learn_rate = 4.2840337E-8 +[DEBUG] 2016-02-02 06:54:30,895 -- CAMF_C fold [2] iter 119: loss = 3369.835, delta_loss = 0.41616726, learn_rate = 6.028066E-8 +[DEBUG] 2016-02-02 06:54:30,907 -- CAMF_C fold [3] has writeen rating predictions to C:\Users\irecs\Desktop\Data\music\CARSKit.Workspace\CAMF_C-rating-predictions fold [3].txt +[DEBUG] 2016-02-02 06:54:30,871 -- CAMF_C fold [5] iter 111: loss = 3358.6636, delta_loss = 0.10050562, learn_rate = 4.0800323E-8 +[DEBUG] 2016-02-02 06:54:30,898 -- CAMF_C fold [4] iter 113: loss = 3122.016, delta_loss = 0.0061507663, learn_rate = 4.4982357E-8 +[DEBUG] 2016-02-02 06:54:30,914 -- CAMF_C fold [1] iter 111: loss = 3290.053, delta_loss = 0.2671243, learn_rate = 4.0800323E-8 +[DEBUG] 2016-02-02 06:54:30,915 -- CAMF_C fold [2] iter 120: loss = 3369.399, delta_loss = 0.43593386, learn_rate = 6.329469E-8 +[DEBUG] 2016-02-02 06:54:30,915 -- CAMF_C fold [2] evaluate test data ... +[DEBUG] 2016-02-02 06:54:30,922 -- CAMF_C fold [5] iter 112: loss = 3358.558, delta_loss = 0.10536769, learn_rate = 4.2840337E-8 +[DEBUG] 2016-02-02 06:54:30,925 -- CAMF_C fold [1] iter 112: loss = 3289.773, delta_loss = 0.28002232, learn_rate = 4.2840337E-8 +[DEBUG] 2016-02-02 06:54:30,931 -- CAMF_C fold [5] iter 113: loss = 3358.4478, delta_loss = 0.110456444, learn_rate = 4.4982357E-8 +[DEBUG] 2016-02-02 06:54:30,935 -- CAMF_C fold [1] iter 113: loss = 3289.4795, delta_loss = 0.29351914, learn_rate = 4.4982357E-8 +[DEBUG] 2016-02-02 06:54:30,912 -- CAMF_C fold [3]: MAE: 1.255081, RMSE: 1.432522, NAME: 0.251016, rMAE: 2.475626, rRMSE: 2.854624, MPE: 0.000000 Time: 00:02, 00:00 View: all +[DEBUG] 2016-02-02 06:54:30,950 -- CAMF_C fold [4] iter 114: loss = 3122.0098, delta_loss = 0.0064575057, learn_rate = 4.7231474E-8 +[DEBUG] 2016-02-02 06:54:30,960 -- CAMF_C fold [4] iter 115: loss = 3122.003, delta_loss = 0.0067795017, learn_rate = 4.9593048E-8 +[DEBUG] 2016-02-02 06:54:30,971 -- CAMF_C fold [4] iter 116: loss = 3121.9958, delta_loss = 0.0071175084, learn_rate = 5.20727E-8 +[DEBUG] 2016-02-02 06:54:30,974 -- CAMF_C fold [1] iter 114: loss = 3289.1719, delta_loss = 0.30764014, learn_rate = 4.7231474E-8 +[DEBUG] 2016-02-02 06:54:30,984 -- CAMF_C fold [4] iter 117: loss = 3121.9883, delta_loss = 0.007472318, learn_rate = 5.4676335E-8 +[DEBUG] 2016-02-02 06:54:30,985 -- CAMF_C fold [1] iter 115: loss = 3288.8494, delta_loss = 0.32241142, learn_rate = 4.9593048E-8 +[DEBUG] 2016-02-02 06:54:30,986 -- CAMF_C fold [5] iter 114: loss = 3358.3318, delta_loss = 0.115781575, learn_rate = 4.7231474E-8 +[DEBUG] 2016-02-02 06:54:30,994 -- CAMF_C fold [1] iter 116: loss = 3288.5115, delta_loss = 0.33786002, learn_rate = 5.20727E-8 +[DEBUG] 2016-02-02 06:54:30,995 -- CAMF_C fold [5] iter 115: loss = 3358.2104, delta_loss = 0.12135311, learn_rate = 4.9593048E-8 +[DEBUG] 2016-02-02 06:54:31,004 -- CAMF_C fold [5] iter 116: loss = 3358.0833, delta_loss = 0.1271814, learn_rate = 5.20727E-8 +[DEBUG] 2016-02-02 06:54:31,005 -- CAMF_C fold [1] iter 117: loss = 3288.1575, delta_loss = 0.35401368, learn_rate = 5.4676335E-8 +[DEBUG] 2016-02-02 06:54:31,012 -- CAMF_C fold [5] iter 117: loss = 3357.95, delta_loss = 0.13327712, learn_rate = 5.4676335E-8 +[DEBUG] 2016-02-02 06:54:31,018 -- CAMF_C fold [2] has writeen rating predictions to C:\Users\irecs\Desktop\Data\music\CARSKit.Workspace\CAMF_C-rating-predictions fold [2].txt +[DEBUG] 2016-02-02 06:54:31,018 -- CAMF_C fold [2]: MAE: 1.281116, RMSE: 1.527549, NAME: 0.256223, rMAE: 2.454425, rRMSE: 2.857237, MPE: 0.000000 Time: 00:02, 00:00 View: all +[DEBUG] 2016-02-02 06:54:31,025 -- CAMF_C fold [4] iter 118: loss = 3121.9805, delta_loss = 0.007844761, learn_rate = 5.741015E-8 +[DEBUG] 2016-02-02 06:54:31,029 -- CAMF_C fold [1] iter 118: loss = 3287.7866, delta_loss = 0.37090102, learn_rate = 5.741015E-8 +[DEBUG] 2016-02-02 06:54:31,032 -- CAMF_C fold [5] iter 118: loss = 3357.8103, delta_loss = 0.13965125, learn_rate = 5.741015E-8 +[DEBUG] 2016-02-02 06:54:31,034 -- CAMF_C fold [4] iter 119: loss = 3121.9724, delta_loss = 0.008235709, learn_rate = 6.028066E-8 +[DEBUG] 2016-02-02 06:54:31,038 -- CAMF_C fold [1] iter 119: loss = 3287.398, delta_loss = 0.3885514, learn_rate = 6.028066E-8 +[DEBUG] 2016-02-02 06:54:31,042 -- CAMF_C fold [5] iter 119: loss = 3357.664, delta_loss = 0.14631513, learn_rate = 6.028066E-8 +[DEBUG] 2016-02-02 06:54:31,044 -- CAMF_C fold [4] iter 120: loss = 3121.9636, delta_loss = 0.008646075, learn_rate = 6.329469E-8 +[DEBUG] 2016-02-02 06:54:31,044 -- CAMF_C fold [4] evaluate test data ... +[DEBUG] 2016-02-02 06:54:31,048 -- CAMF_C fold [1] iter 120: loss = 3286.991, delta_loss = 0.40699497, learn_rate = 6.329469E-8 +[DEBUG] 2016-02-02 06:54:31,052 -- CAMF_C fold [5] iter 120: loss = 3357.5107, delta_loss = 0.15328036, learn_rate = 6.329469E-8 +[DEBUG] 2016-02-02 06:54:31,053 -- CAMF_C fold [1] evaluate test data ... +[DEBUG] 2016-02-02 06:54:31,053 -- CAMF_C fold [5] evaluate test data ... +[DEBUG] 2016-02-02 06:54:31,078 -- CAMF_C fold [1] has writeen rating predictions to C:\Users\irecs\Desktop\Data\music\CARSKit.Workspace\CAMF_C-rating-predictions fold [1].txt +[DEBUG] 2016-02-02 06:54:31,079 -- CAMF_C fold [1]: MAE: 1.332758, RMSE: 1.490868, NAME: 0.266552, rMAE: 2.464807, rRMSE: 2.859712, MPE: 0.000000 Time: 00:02, 00:00 View: all +[DEBUG] 2016-02-02 06:54:31,081 -- CAMF_C fold [5] has writeen rating predictions to C:\Users\irecs\Desktop\Data\music\CARSKit.Workspace\CAMF_C-rating-predictions fold [5].txt +[DEBUG] 2016-02-02 06:54:31,082 -- CAMF_C fold [5]: MAE: 1.253171, RMSE: 1.436857, NAME: 0.250634, rMAE: 2.399471, rRMSE: 2.772217, MPE: 0.000000 Time: 00:02, 00:00 View: all +[DEBUG] 2016-02-02 06:54:31,088 -- CAMF_C fold [4] has writeen rating predictions to C:\Users\irecs\Desktop\Data\music\CARSKit.Workspace\CAMF_C-rating-predictions fold [4].txt +[DEBUG] 2016-02-02 06:54:31,088 -- CAMF_C fold [4]: MAE: 1.274490, RMSE: 1.451519, NAME: 0.254898, rMAE: 2.443857, rRMSE: 2.839614, MPE: 0.000000 Time: 00:02, 00:00 View: all +[INFO ] 2016-02-02 06:54:31,090 -- Final Results by CAMF_C, MAE: 1.279323, RMSE: 1.467863, NAME: 0.255865, rMAE: 2.447637, rRMSE: 2.836681, MPE: 0.000000, numFactors: 10, numIter: 120, lrate: 2.0E-10, maxlrate: -1.0, regB: 0.001, regU: 0.001, regI: 0.001, regC: 0.001, isBoldDriver: true, Time: '00:02','00:00' + +[DEBUG] 2016-02-02 06:54:31,159 -- Have been copied to clipboard! +[DEBUG] 2016-02-02 06:54:31,160 -- Have been collected to file: results_all.txt diff --git a/doc_api/allclasses-frame.html b/doc_api/allclasses-frame.html index 98d1d28..6717ace 100644 --- a/doc_api/allclasses-frame.html +++ b/doc_api/allclasses-frame.html @@ -2,9 +2,9 @@ - + All Classes - + diff --git a/doc_api/allclasses-noframe.html b/doc_api/allclasses-noframe.html index d8f81d6..073c0be 100644 --- a/doc_api/allclasses-noframe.html +++ b/doc_api/allclasses-noframe.html @@ -2,9 +2,9 @@ - + All Classes - + diff --git a/doc_api/carskit/alg/baseline/avg/ContextAverage.html b/doc_api/carskit/alg/baseline/avg/ContextAverage.html index bd5d545..839210f 100644 --- a/doc_api/carskit/alg/baseline/avg/ContextAverage.html +++ b/doc_api/carskit/alg/baseline/avg/ContextAverage.html @@ -2,9 +2,9 @@ - + ContextAverage - + @@ -27,7 +27,6 @@
  • Overview
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  • -
  • Use
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  • Deprecated
  • Index
  • @@ -108,8 +107,6 @@

    Class ContextAverage

    public class ContextAverage
     extends Recommender
    ContextAverage: get an average rating for each context condition, and then further average it over all conditions
    -
    Author:
    -
    Yong Zheng
    @@ -263,7 +260,6 @@

    predict

  • Overview
  • Package
  • -
  • Use
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  • diff --git a/doc_api/carskit/alg/baseline/avg/GlobalAverage.html b/doc_api/carskit/alg/baseline/avg/GlobalAverage.html index 8158593..af8696b 100644 --- a/doc_api/carskit/alg/baseline/avg/GlobalAverage.html +++ b/doc_api/carskit/alg/baseline/avg/GlobalAverage.html @@ -2,9 +2,9 @@ - + GlobalAverage - + @@ -27,7 +27,6 @@
  • Overview
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  • Use
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  • Deprecated
  • Index
  • @@ -108,8 +107,6 @@

    Class GlobalAverage

    public class GlobalAverage
     extends Recommender
    GlobalAverage: return the constant rating which is the global average rating from a data set
    -
    Author:
    -
    Yong Zheng
    @@ -286,7 +283,6 @@

    predict

  • Overview
  • Package
  • -
  • Use
  • Tree
  • Deprecated
  • Index
  • diff --git a/doc_api/carskit/alg/baseline/avg/ItemAverage.html b/doc_api/carskit/alg/baseline/avg/ItemAverage.html index 53b7b7e..d53c4b1 100644 --- a/doc_api/carskit/alg/baseline/avg/ItemAverage.html +++ b/doc_api/carskit/alg/baseline/avg/ItemAverage.html @@ -2,9 +2,9 @@ - + ItemAverage - + @@ -27,7 +27,6 @@
  • Overview
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  • -
  • Use
  • Tree
  • Deprecated
  • Index
  • @@ -108,8 +107,6 @@

    Class ItemAverage

    public class ItemAverage
     extends Recommender
    ItemAverage: return average rating on a specific item
    -
    Author:
    -
    Yong Zheng
    @@ -286,7 +283,6 @@

    predict

  • Overview
  • Package
  • -
  • Use
  • Tree
  • Deprecated
  • Index
  • diff --git a/doc_api/carskit/alg/baseline/avg/ItemContextAverage.html b/doc_api/carskit/alg/baseline/avg/ItemContextAverage.html index 4632577..e941b0a 100644 --- a/doc_api/carskit/alg/baseline/avg/ItemContextAverage.html +++ b/doc_api/carskit/alg/baseline/avg/ItemContextAverage.html @@ -2,9 +2,9 @@ - + ItemContextAverage - + @@ -27,7 +27,6 @@
  • Overview
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  • -
  • Use
  • Tree
  • Deprecated
  • Index
  • @@ -108,8 +107,6 @@

    Class ItemContextAverage

    public class ItemContextAverage
     extends Recommender
    ItemContextAverage: return average rating on a specific item in each context condition
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    predict

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    Class UserAverage

    public class UserAverage
     extends Recommender
    UserAverage: return average rating by a specific user
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    predict

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  • diff --git a/doc_api/carskit/alg/baseline/avg/UserContextAverage.html b/doc_api/carskit/alg/baseline/avg/UserContextAverage.html index 1dc7101..d51620f 100644 --- a/doc_api/carskit/alg/baseline/avg/UserContextAverage.html +++ b/doc_api/carskit/alg/baseline/avg/UserContextAverage.html @@ -2,9 +2,9 @@ - + UserContextAverage - + @@ -27,7 +27,6 @@
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    Class UserContextAverage

    public class UserContextAverage
     extends Recommender
    UserContextAverage: return average rating by a specific user in each context condition
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    Yong Zheng
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    predict

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  • diff --git a/doc_api/carskit/alg/baseline/avg/UserItemAverage.html b/doc_api/carskit/alg/baseline/avg/UserItemAverage.html index e9c415a..560d0d1 100644 --- a/doc_api/carskit/alg/baseline/avg/UserItemAverage.html +++ b/doc_api/carskit/alg/baseline/avg/UserItemAverage.html @@ -2,9 +2,9 @@ - + UserItemAverage - + @@ -27,7 +27,6 @@
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    Class UserItemAverage

    public class UserItemAverage
     extends Recommender
    UserItemAverage: return average rating by a specific user on a specific item
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    Author:
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    Yong Zheng
    @@ -286,7 +283,6 @@

    predict

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  • diff --git a/doc_api/carskit/alg/baseline/avg/package-frame.html b/doc_api/carskit/alg/baseline/avg/package-frame.html index 7f21294..42ed996 100644 --- a/doc_api/carskit/alg/baseline/avg/package-frame.html +++ b/doc_api/carskit/alg/baseline/avg/package-frame.html @@ -2,9 +2,9 @@ - + carskit.alg.baseline.avg - + diff --git a/doc_api/carskit/alg/baseline/avg/package-summary.html b/doc_api/carskit/alg/baseline/avg/package-summary.html index bc46569..4226313 100644 --- a/doc_api/carskit/alg/baseline/avg/package-summary.html +++ b/doc_api/carskit/alg/baseline/avg/package-summary.html @@ -2,9 +2,9 @@ - + carskit.alg.baseline.avg - + @@ -27,7 +27,6 @@
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    Package carskit.alg.baseline.avg

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    Class Hierarchy

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  • diff --git a/doc_api/carskit/alg/baseline/cf/BPMF.html b/doc_api/carskit/alg/baseline/cf/BPMF.html index ff3a756..fbdbdbd 100644 --- a/doc_api/carskit/alg/baseline/cf/BPMF.html +++ b/doc_api/carskit/alg/baseline/cf/BPMF.html @@ -2,9 +2,9 @@ - + BPMF - + @@ -27,7 +27,6 @@
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    Class BPMF

    extends IterativeRecommender
    BPMF: Salakhutdinov, Ruslan, and Andriy Mnih. "Bayesian probabilistic matrix factorization using Markov chain Monte Carlo." Proceedings of the 25th international conference on Machine learning. ACM, 2008.

    Note: This implementation is modified from the algorithm in LibRec-v1.3
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    toString

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  • diff --git a/doc_api/carskit/alg/baseline/cf/BiasedMF.html b/doc_api/carskit/alg/baseline/cf/BiasedMF.html index e6d9940..82bb1af 100644 --- a/doc_api/carskit/alg/baseline/cf/BiasedMF.html +++ b/doc_api/carskit/alg/baseline/cf/BiasedMF.html @@ -2,9 +2,9 @@ - + BiasedMF - + @@ -27,7 +27,6 @@
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    Class BiasedMF

    extends IterativeRecommender
    BiasedMF: Koren, Yehuda, Robert Bell, and Chris Volinsky. "Matrix factorization techniques for recommender systems." Computer 8 (2009): 30-37.

    Note: This implementation is modified from the algorithm in LibRec-v1.3
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    Author:
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    getMaxItemID

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  • diff --git a/doc_api/carskit/alg/baseline/cf/ItemKNN.html b/doc_api/carskit/alg/baseline/cf/ItemKNN.html index 585e537..d790197 100644 --- a/doc_api/carskit/alg/baseline/cf/ItemKNN.html +++ b/doc_api/carskit/alg/baseline/cf/ItemKNN.html @@ -2,9 +2,9 @@ - + ItemKNN - + @@ -27,7 +27,6 @@
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    Class ItemKNN

    extends Recommender
    ItemKNN: Sarwar, Badrul, et al. "Item-based collaborative filtering recommendation algorithms." Proceedings of the 10th international conference on World Wide Web. ACM, 2001.

    Note: This implementation is modified from the algorithm in LibRec-v1.3
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    toString

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  • diff --git a/doc_api/carskit/alg/baseline/cf/NMF.html b/doc_api/carskit/alg/baseline/cf/NMF.html index 5ee9d02..ffeb947 100644 --- a/doc_api/carskit/alg/baseline/cf/NMF.html +++ b/doc_api/carskit/alg/baseline/cf/NMF.html @@ -2,9 +2,9 @@ - + NMF - + @@ -27,7 +27,6 @@
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    Class NMF

    extends IterativeRecommender
    NMF: Lee, Daniel D., and H. Sebastian Seung. "Algorithms for non-negative matrix factorization." Advances in neural information processing systems. 2001.

    Note: This implementation is modified from the algorithm in LibRec-v1.3
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    Author:
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    toString

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  • diff --git a/doc_api/carskit/alg/baseline/cf/PMF.html b/doc_api/carskit/alg/baseline/cf/PMF.html index c06b33f..a01ba27 100644 --- a/doc_api/carskit/alg/baseline/cf/PMF.html +++ b/doc_api/carskit/alg/baseline/cf/PMF.html @@ -2,9 +2,9 @@ - + PMF - + @@ -27,7 +27,6 @@
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    Class PMF

    PMF: Mnih, Andriy, and Ruslan Salakhutdinov. "Probabilistic matrix factorization." Advances in neural information processing systems. 2007.

    Note: This implementation is modified from the algorithm in LibRec-v1.3
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    Author:
    -
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    @@ -335,7 +332,6 @@

    predict

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  • diff --git a/doc_api/carskit/alg/baseline/cf/SVDPlusPlus.html b/doc_api/carskit/alg/baseline/cf/SVDPlusPlus.html index 4d26ba6..d61cc3c 100644 --- a/doc_api/carskit/alg/baseline/cf/SVDPlusPlus.html +++ b/doc_api/carskit/alg/baseline/cf/SVDPlusPlus.html @@ -2,9 +2,9 @@ - + SVDPlusPlus - + @@ -27,7 +27,6 @@
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    Class SVDPlusPlus

    extends BiasedMF
    SVD++: Koren, Yehuda, Robert Bell, and Chris Volinsky. "Matrix factorization techniques for recommender systems." Computer 8 (2009): 30-37.

    Note: This implementation is modified from the algorithm in LibRec-v1.3
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    Author:
    -
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    @@ -397,7 +394,6 @@

    predict

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  • diff --git a/doc_api/carskit/alg/baseline/cf/SlopeOne.html b/doc_api/carskit/alg/baseline/cf/SlopeOne.html index b61b20d..8fb4cd5 100644 --- a/doc_api/carskit/alg/baseline/cf/SlopeOne.html +++ b/doc_api/carskit/alg/baseline/cf/SlopeOne.html @@ -2,9 +2,9 @@ - + SlopeOne - + @@ -27,7 +27,6 @@
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    Class SlopeOne

    SlopeOne: Lemire, Daniel, and Anna Maclachlan. "Slope One Predictors for Online Rating-Based Collaborative Filtering." SDM. Vol. 5. 2005.

    Note: This implementation is modified from the algorithm in LibRec-v1.3
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    Author:
    -
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    @@ -335,7 +332,6 @@

    predict

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  • diff --git a/doc_api/carskit/alg/baseline/cf/UserKNN.html b/doc_api/carskit/alg/baseline/cf/UserKNN.html index 748be61..1a7018e 100644 --- a/doc_api/carskit/alg/baseline/cf/UserKNN.html +++ b/doc_api/carskit/alg/baseline/cf/UserKNN.html @@ -2,9 +2,9 @@ - + UserKNN - + @@ -27,7 +27,6 @@
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    Class UserKNN

    UserKNN: Resnick, Paul, et al. "GroupLens: an open architecture for collaborative filtering of netnews." Proceedings of the 1994 ACM conference on Computer supported cooperative work. ACM, 1994.

    Note: This implementation is modified from the algorithm in LibRec-v1.3
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    Author:
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    toString

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  • diff --git a/doc_api/carskit/alg/baseline/cf/package-frame.html b/doc_api/carskit/alg/baseline/cf/package-frame.html index 5e2b063..d96d57c 100644 --- a/doc_api/carskit/alg/baseline/cf/package-frame.html +++ b/doc_api/carskit/alg/baseline/cf/package-frame.html @@ -2,9 +2,9 @@ - + carskit.alg.baseline.cf - + diff --git a/doc_api/carskit/alg/baseline/cf/package-summary.html b/doc_api/carskit/alg/baseline/cf/package-summary.html index 158c4c5..4001ed6 100644 --- a/doc_api/carskit/alg/baseline/cf/package-summary.html +++ b/doc_api/carskit/alg/baseline/cf/package-summary.html @@ -2,9 +2,9 @@ - + carskit.alg.baseline.cf - + @@ -27,7 +27,6 @@
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    Package carskit.alg.baseline.cf

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    Class Hierarchy

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  • diff --git a/doc_api/carskit/alg/baseline/ranking/BPR.html b/doc_api/carskit/alg/baseline/ranking/BPR.html index 838398e..70f4d2b 100644 --- a/doc_api/carskit/alg/baseline/ranking/BPR.html +++ b/doc_api/carskit/alg/baseline/ranking/BPR.html @@ -2,9 +2,9 @@ - + BPR - + @@ -27,7 +27,6 @@
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    Class BPR

    BPR: Rendle, Steffen, et al. "BPR: Bayesian personalized ranking from implicit feedback." Proceedings of the Twenty-Fifth Conference on Uncertainty in Artificial Intelligence. AUAI Press, 2009.

    Note: This implementation is modified from the algorithm in LibRec-v1.3
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    Author:
    -
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    toString

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  • diff --git a/doc_api/carskit/alg/baseline/ranking/LRMF.html b/doc_api/carskit/alg/baseline/ranking/LRMF.html index ee3692a..3125263 100644 --- a/doc_api/carskit/alg/baseline/ranking/LRMF.html +++ b/doc_api/carskit/alg/baseline/ranking/LRMF.html @@ -2,9 +2,9 @@ - + LRMF - + @@ -27,7 +27,6 @@
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    Class LRMF

    LRMF: Shi, Yue, Martha Larson, and Alan Hanjalic. "List-wise learning to rank with matrix factorization for collaborative filtering." Proceedings of the fourth ACM conference on Recommender systems. ACM, 2010.

    Note: This implementation is modified from the algorithm in LibRec-v1.3
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    Author:
    -
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    @@ -356,7 +353,6 @@

    toString

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  • diff --git a/doc_api/carskit/alg/baseline/ranking/RankALS.html b/doc_api/carskit/alg/baseline/ranking/RankALS.html index 03cfb2c..90ebc95 100644 --- a/doc_api/carskit/alg/baseline/ranking/RankALS.html +++ b/doc_api/carskit/alg/baseline/ranking/RankALS.html @@ -2,9 +2,9 @@ - + RankALS - + @@ -27,7 +27,6 @@
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    Class RankALS

    RankALS: Takács, Gábor, and Domonkos Tikk. "Alternating least squares for personalized ranking." Proceedings of the sixth ACM conference on Recommender systems. ACM, 2012.

    Note: This implementation is modified from the algorithm in LibRec-v1.3
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    toString

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  • diff --git a/doc_api/carskit/alg/baseline/ranking/RankSGD.html b/doc_api/carskit/alg/baseline/ranking/RankSGD.html index 1c2dc0c..9d19be6 100644 --- a/doc_api/carskit/alg/baseline/ranking/RankSGD.html +++ b/doc_api/carskit/alg/baseline/ranking/RankSGD.html @@ -2,9 +2,9 @@ - + RankSGD - + @@ -27,7 +27,6 @@
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    Class RankSGD

    RankSGD: Jahrer, Michael, and Andreas Töscher. "Collaborative Filtering Ensemble." KDD Cup. 2012.

    Note: This implementation is modified from the algorithm in LibRec-v1.3
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    toString

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  • diff --git a/doc_api/carskit/alg/baseline/ranking/SLIM.html b/doc_api/carskit/alg/baseline/ranking/SLIM.html index 4913326..3ca2a64 100644 --- a/doc_api/carskit/alg/baseline/ranking/SLIM.html +++ b/doc_api/carskit/alg/baseline/ranking/SLIM.html @@ -2,9 +2,9 @@ - + SLIM - + @@ -27,7 +27,6 @@
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    Class SLIM

    SLIM: Ning, Xia, and George Karypis. "SLIM: Sparse linear methods for top-n recommender systems." Data Mining (ICDM), 2011 IEEE 11th International Conference on. IEEE, 2011.

    Note: This implementation is modified from the algorithm in LibRec-v1.3
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    @@ -405,7 +402,6 @@

    toString

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  • diff --git a/doc_api/carskit/alg/baseline/ranking/package-frame.html b/doc_api/carskit/alg/baseline/ranking/package-frame.html index 5bf8e4b..2cd710f 100644 --- a/doc_api/carskit/alg/baseline/ranking/package-frame.html +++ b/doc_api/carskit/alg/baseline/ranking/package-frame.html @@ -2,9 +2,9 @@ - + carskit.alg.baseline.ranking - + diff --git a/doc_api/carskit/alg/baseline/ranking/package-summary.html b/doc_api/carskit/alg/baseline/ranking/package-summary.html index fe06d3a..cbcae6e 100644 --- a/doc_api/carskit/alg/baseline/ranking/package-summary.html +++ b/doc_api/carskit/alg/baseline/ranking/package-summary.html @@ -2,9 +2,9 @@ - + carskit.alg.baseline.ranking - + @@ -27,7 +27,6 @@
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    Package carskit.alg.baseline.ranking

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    Class Hierarchy

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  • diff --git a/doc_api/carskit/alg/cars/adaptation/dependent/CAMF.html b/doc_api/carskit/alg/cars/adaptation/dependent/CAMF.html index 9d9a0ec..77db7bb 100644 --- a/doc_api/carskit/alg/cars/adaptation/dependent/CAMF.html +++ b/doc_api/carskit/alg/cars/adaptation/dependent/CAMF.html @@ -2,9 +2,9 @@ - + CAMF - + @@ -27,7 +27,6 @@
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    Class CAMF

    public abstract class CAMF
     extends ContextRecommender
    CAMF: General Class for Context-aware Matrix Factorization (CAMF)
    -
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    @@ -394,7 +391,6 @@

    toString

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  • diff --git a/doc_api/carskit/alg/cars/adaptation/dependent/CSLIM.html b/doc_api/carskit/alg/cars/adaptation/dependent/CSLIM.html index 2b04dd5..890bf86 100644 --- a/doc_api/carskit/alg/cars/adaptation/dependent/CSLIM.html +++ b/doc_api/carskit/alg/cars/adaptation/dependent/CSLIM.html @@ -2,9 +2,9 @@ - + CSLIM - + @@ -27,7 +27,6 @@
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    Class CSLIM

    public abstract class CSLIM
     extends ContextRecommender
    CSLIM: General Class for Contextual Sparse Linear Method (CSLIM)
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    -
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    @@ -485,7 +482,6 @@

    toString

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  • diff --git a/doc_api/carskit/alg/cars/adaptation/dependent/FM.html b/doc_api/carskit/alg/cars/adaptation/dependent/FM.html index efe045c..b151e82 100644 --- a/doc_api/carskit/alg/cars/adaptation/dependent/FM.html +++ b/doc_api/carskit/alg/cars/adaptation/dependent/FM.html @@ -2,9 +2,9 @@ - + FM - + @@ -27,7 +27,6 @@
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    Class FM

    public class FM
     extends ContextRecommender
    FM (Factorization Machine): Rendle, Steffen, et al. "Fast context-aware recommendations with factorization machines." Proceedings of the 34th international ACM SIGIR conference on Research and development in Information Retrieval. ACM, 2011.
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    buildModel

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  • diff --git a/doc_api/carskit/alg/cars/adaptation/dependent/dev/CAMF_C.html b/doc_api/carskit/alg/cars/adaptation/dependent/dev/CAMF_C.html index 4af144a..3de3cdb 100644 --- a/doc_api/carskit/alg/cars/adaptation/dependent/dev/CAMF_C.html +++ b/doc_api/carskit/alg/cars/adaptation/dependent/dev/CAMF_C.html @@ -2,9 +2,9 @@ - + CAMF_C - + @@ -27,7 +27,6 @@
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    Class CAMF_C

    CAMF_C: Baltrunas, Linas, Bernd Ludwig, and Francesco Ricci. "Matrix factorization techniques for context aware recommendation." Proceedings of the fifth ACM conference on Recommender systems. ACM, 2011.

    Note: in this algorithm, there is a rating deviation for each context condition
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    Author:
    -
    Yong Zheng
    @@ -375,7 +372,6 @@

    buildModel

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    Class CAMF_CI

    CAMF_CI: Baltrunas, Linas, Bernd Ludwig, and Francesco Ricci. "Matrix factorization techniques for context aware recommendation." Proceedings of the fifth ACM conference on Recommender systems. ACM, 2011.

    Note: in this algorithm, there is a rating deviation for each pair of item and context condition
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    Author:
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    Yong Zheng
    @@ -375,7 +372,6 @@

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    Class CAMF_CU

    CAMF_CU: Baltrunas, Linas, Bernd Ludwig, and Francesco Ricci. "Matrix factorization techniques for context aware recommendation." Proceedings of the fifth ACM conference on Recommender systems. ACM, 2011.

    Note: in this algorithm, there is a rating deviation for each pair of user and context condition
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    Author:
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    @@ -375,7 +372,6 @@

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    Class CAMF_CUCI

    CAMF_CUCI: Baltrunas, Linas, Bernd Ludwig, and Francesco Ricci. "Matrix factorization techniques for context aware recommendation." Proceedings of the fifth ACM conference on Recommender systems. ACM, 2011.

    Note: in this algorithm, there is a rating deviation for each pair of user and context condition, as well as each pair of item and context condition
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    @@ -397,7 +394,6 @@

    buildModel

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    Class CSLIM_C

    CSLIM_C: Zheng, Yong, Bamshad Mobasher, and Robin Burke. "CSLIM: Contextual slim recommendation algorithms." Proceedings of the 8th ACM Conference on Recommender Systems. ACM, 2014.

    Note: in this algorithm, there is a rating deviation for each context condition; and it is built upon SLIM-I algorithm
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    isConverged

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    Class CSLIM_CI

    CSLIM_CI: Zheng, Yong, Bamshad Mobasher, and Robin Burke. "CSLIM: Contextual slim recommendation algorithms." Proceedings of the 8th ACM Conference on Recommender Systems. ACM, 2014.

    Note: in this algorithm, there is a rating deviation for each pair of item and context condition; and it is built upon SLIM-I algorithm
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    isConverged

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    Class CSLIM_CU

    CSLIM_CU: Zheng, Yong, Bamshad Mobasher, and Robin Burke. "CSLIM: Contextual slim recommendation algorithms." Proceedings of the 8th ACM Conference on Recommender Systems. ACM, 2014.

    Note: in this algorithm, there is a rating deviation for each pair of user and context condition; and it is built upon SLIM-I algorithm
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    Class CSLIM_CUCI

    CSLIM_CUCI: Zheng, Yong, Bamshad Mobasher, and Robin Burke. "CSLIM: Contextual slim recommendation algorithms." Proceedings of the 8th ACM Conference on Recommender Systems. ACM, 2014.

    Note: in this algorithm, there is a rating deviation for each pair of user and context condition, as well as each pair of item and context condition; and it is built upon SLIM-I algorithm
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    Yong Zheng
    @@ -434,7 +431,6 @@

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    Class GCSLIM_CC

    GCSLIM_CC: Zheng, Yong, Bamshad Mobasher, and Robin Burke. "Deviation-Based Contextual SLIM Recommenders." Proceedings of the 23rd ACM International Conference on Conference on Information and Knowledge Management. ACM, 2014.

    Note: in this algorithm, there is a rating deviation between each two context conditions; it is built upon SLIM-I algorithm
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    @@ -434,7 +431,6 @@

    isConverged

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    Package carskit.alg.cars.adaptation.depen
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    Class CPTF


    public class CPTF
     extends TensorRecommender
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    predict

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    Package carskit.alg.cars.adaptation.indep
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  • diff --git a/doc_api/carskit/alg/cars/adaptation/independent/package-tree.html b/doc_api/carskit/alg/cars/adaptation/independent/package-tree.html index 910b2a6..98ed301 100644 --- a/doc_api/carskit/alg/cars/adaptation/independent/package-tree.html +++ b/doc_api/carskit/alg/cars/adaptation/independent/package-tree.html @@ -2,9 +2,9 @@ - + carskit.alg.cars.adaptation.independent Class Hierarchy - + @@ -27,7 +27,6 @@
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    Class Hierarchy

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  • diff --git a/doc_api/carskit/alg/cars/transformation/prefiltering/splitting/ContextualSplitting.html b/doc_api/carskit/alg/cars/transformation/prefiltering/splitting/ContextualSplitting.html index 9bd10ba..fa06a89 100644 --- a/doc_api/carskit/alg/cars/transformation/prefiltering/splitting/ContextualSplitting.html +++ b/doc_api/carskit/alg/cars/transformation/prefiltering/splitting/ContextualSplitting.html @@ -2,9 +2,9 @@ - + ContextualSplitting - + @@ -27,7 +27,6 @@
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  • @@ -95,8 +94,6 @@

    Interface ContextualSpli
    public interface ContextualSplitting
    ContextualSplitting: interface

    Reference: Zheng, Yong, Robin Burke, and Bamshad Mobasher. "Splitting approaches for context-aware recommendation: An empirical study." Proceedings of the 29th Annual ACM Symposium on Applied Computing. ACM, 2014.
    -
    Author:
    -
    Yong Zheng
    @@ -162,7 +159,6 @@

    split

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  • diff --git a/doc_api/carskit/alg/cars/transformation/prefiltering/splitting/ItemSplitting.html b/doc_api/carskit/alg/cars/transformation/prefiltering/splitting/ItemSplitting.html index 1da3691..31e3204 100644 --- a/doc_api/carskit/alg/cars/transformation/prefiltering/splitting/ItemSplitting.html +++ b/doc_api/carskit/alg/cars/transformation/prefiltering/splitting/ItemSplitting.html @@ -2,9 +2,9 @@ - + ItemSplitting - + @@ -27,7 +27,6 @@
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  • @@ -106,8 +105,6 @@

    Class ItemSplitting

    ItemSplitting: Baltrunas, Linas, and Francesco Ricci. "Context-based splitting of item ratings in collaborative filtering." Proceedings of the third ACM conference on Recommender systems. ACM, 2009.

    Note: t-test on the mean rating within two different contextual conditions is used to perform the splitting
    -
    Author:
    -
    Yong Zheng
    @@ -284,7 +281,6 @@

    split

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  • diff --git a/doc_api/carskit/alg/cars/transformation/prefiltering/splitting/UISplitting.html b/doc_api/carskit/alg/cars/transformation/prefiltering/splitting/UISplitting.html index f76a09e..d2cfd68 100644 --- a/doc_api/carskit/alg/cars/transformation/prefiltering/splitting/UISplitting.html +++ b/doc_api/carskit/alg/cars/transformation/prefiltering/splitting/UISplitting.html @@ -2,9 +2,9 @@ - + UISplitting - + @@ -27,7 +27,6 @@
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  • @@ -106,8 +105,6 @@

    Class UISplitting

    UISplitting: Zheng, Yong, Robin Burke, and Bamshad Mobasher. "Splitting approaches for context-aware recommendation: An empirical study." Proceedings of the 29th Annual ACM Symposium on Applied Computing. ACM, 2014.

    Note: t-test on the mean rating within two different contextual conditions is used to perform the splitting
    -
    Author:
    -
    Yong Zheng
    @@ -344,7 +341,6 @@

    split

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  • diff --git a/doc_api/carskit/alg/cars/transformation/prefiltering/splitting/UserSplitting.html b/doc_api/carskit/alg/cars/transformation/prefiltering/splitting/UserSplitting.html index 5d82b78..ea3be64 100644 --- a/doc_api/carskit/alg/cars/transformation/prefiltering/splitting/UserSplitting.html +++ b/doc_api/carskit/alg/cars/transformation/prefiltering/splitting/UserSplitting.html @@ -2,9 +2,9 @@ - + UserSplitting - + @@ -27,7 +27,6 @@
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  • @@ -106,8 +105,6 @@

    Class UserSplitting

    UserSplitting: Said, Alan, Ernesto W. De Luca, and Sahin Albayrak. "Inferring contextual user profiles-improving recommender performance." Proceedings of the 3rd RecSys Workshop on Context-Aware Recommender Systems. 2011.

    Note: t-test on the mean rating within two different contextual conditions is used to perform the splitting
    -
    Author:
    -
    Yong Zheng
    @@ -284,7 +281,6 @@

    split

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  • diff --git a/doc_api/carskit/alg/cars/transformation/prefiltering/splitting/package-frame.html b/doc_api/carskit/alg/cars/transformation/prefiltering/splitting/package-frame.html index 6640ab3..903b79d 100644 --- a/doc_api/carskit/alg/cars/transformation/prefiltering/splitting/package-frame.html +++ b/doc_api/carskit/alg/cars/transformation/prefiltering/splitting/package-frame.html @@ -2,9 +2,9 @@ - + carskit.alg.cars.transformation.prefiltering.splitting - + diff --git a/doc_api/carskit/alg/cars/transformation/prefiltering/splitting/package-summary.html b/doc_api/carskit/alg/cars/transformation/prefiltering/splitting/package-summary.html index 070261e..bb2839b 100644 --- a/doc_api/carskit/alg/cars/transformation/prefiltering/splitting/package-summary.html +++ b/doc_api/carskit/alg/cars/transformation/prefiltering/splitting/package-summary.html @@ -2,9 +2,9 @@ - + carskit.alg.cars.transformation.prefiltering.splitting - + @@ -27,7 +27,6 @@
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  • @@ -125,7 +124,6 @@

    Package carskit.alg.cars.transformation.p
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  • diff --git a/doc_api/carskit/alg/cars/transformation/prefiltering/splitting/package-tree.html b/doc_api/carskit/alg/cars/transformation/prefiltering/splitting/package-tree.html index 6e973df..17de27e 100644 --- a/doc_api/carskit/alg/cars/transformation/prefiltering/splitting/package-tree.html +++ b/doc_api/carskit/alg/cars/transformation/prefiltering/splitting/package-tree.html @@ -2,9 +2,9 @@ - + carskit.alg.cars.transformation.prefiltering.splitting Class Hierarchy - + @@ -27,7 +27,6 @@
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    Interface Hierarchy

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  • diff --git a/doc_api/carskit/data/processor/DataDAO.html b/doc_api/carskit/data/processor/DataDAO.html index 75275ed..86d5af8 100644 --- a/doc_api/carskit/data/processor/DataDAO.html +++ b/doc_api/carskit/data/processor/DataDAO.html @@ -2,9 +2,9 @@ - + DataDAO - + @@ -27,7 +27,6 @@
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  • @@ -99,8 +98,6 @@

    Class DataDAO

    public class DataDAO
     extends java.lang.Object
    A data access object (DAO) to a data file
    -
    Author:
    -
    Yong Zheng
    @@ -1162,7 +1159,6 @@

    getContextAvg

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  • diff --git a/doc_api/carskit/data/processor/DataSplitter.html b/doc_api/carskit/data/processor/DataSplitter.html index 45e319c..08d80af 100644 --- a/doc_api/carskit/data/processor/DataSplitter.html +++ b/doc_api/carskit/data/processor/DataSplitter.html @@ -2,9 +2,9 @@ - + DataSplitter - + @@ -27,7 +27,6 @@
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  • @@ -239,7 +238,6 @@

    getRatioByRating

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  • diff --git a/doc_api/carskit/data/processor/DataTransformer.html b/doc_api/carskit/data/processor/DataTransformer.html index f529803..2e681ce 100644 --- a/doc_api/carskit/data/processor/DataTransformer.html +++ b/doc_api/carskit/data/processor/DataTransformer.html @@ -2,9 +2,9 @@ - + DataTransformer - + @@ -27,7 +27,6 @@
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  • @@ -322,7 +321,6 @@

    run

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    Package carskit.data.processor

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    Class Hierarchy

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  • diff --git a/doc_api/carskit/data/setting/AddConfiguration.html b/doc_api/carskit/data/setting/AddConfiguration.html index 08147a3..1259f97 100644 --- a/doc_api/carskit/data/setting/AddConfiguration.html +++ b/doc_api/carskit/data/setting/AddConfiguration.html @@ -2,9 +2,9 @@ - + AddConfiguration - + @@ -27,7 +27,6 @@
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  • @@ -89,8 +88,6 @@

    Annotation Type AddCo @Documented public @interface AddConfiguration
    Additional Configuration by a Specific Algorithm
    -
    Author:
    -
    Yong Zheng
    @@ -175,7 +172,6 @@

    after

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  • diff --git a/doc_api/carskit/data/setting/Configuration.html b/doc_api/carskit/data/setting/Configuration.html index 83cc82c..32f2325 100644 --- a/doc_api/carskit/data/setting/Configuration.html +++ b/doc_api/carskit/data/setting/Configuration.html @@ -2,9 +2,9 @@ - + Configuration - + @@ -27,7 +27,6 @@
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  • @@ -90,8 +89,6 @@

    Annotation Type Configur @Inherited public @interface Configuration
    An annotation to explain the required configuration of a recommender.
    -
    Author:
    -
    Yong Zheng
    @@ -159,7 +156,6 @@

    value

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    Package carskit.data.setting

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    Annotation Type Hierarchy

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  • diff --git a/doc_api/carskit/data/structure/DenseMatrix.html b/doc_api/carskit/data/structure/DenseMatrix.html index 5dc3855..ea4f005 100644 --- a/doc_api/carskit/data/structure/DenseMatrix.html +++ b/doc_api/carskit/data/structure/DenseMatrix.html @@ -2,9 +2,9 @@ - + DenseMatrix - + @@ -27,7 +27,6 @@
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    DenseMatrix

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  • @@ -245,7 +244,6 @@

    DenseVector

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  • @@ -282,7 +281,6 @@

    getAverage

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  • diff --git a/doc_api/carskit/data/structure/SparseTensor.html b/doc_api/carskit/data/structure/SparseTensor.html index 5d2cf33..bf958be 100644 --- a/doc_api/carskit/data/structure/SparseTensor.html +++ b/doc_api/carskit/data/structure/SparseTensor.html @@ -2,9 +2,9 @@ - + SparseTensor - + @@ -27,7 +27,6 @@
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  • @@ -208,7 +207,6 @@

    SparseTensor

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    SparseVector

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    Package carskit.data.structure

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  • @@ -113,7 +112,6 @@

    Class Hierarchy

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  • diff --git a/doc_api/carskit/generic/ContextRecommender.html b/doc_api/carskit/generic/ContextRecommender.html index f47b0b4..be6be6b 100644 --- a/doc_api/carskit/generic/ContextRecommender.html +++ b/doc_api/carskit/generic/ContextRecommender.html @@ -2,9 +2,9 @@ - + ContextRecommender - + @@ -27,7 +27,6 @@
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  • @@ -340,7 +339,6 @@

    getConditions

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  • diff --git a/doc_api/carskit/generic/IterativeRecommender.html b/doc_api/carskit/generic/IterativeRecommender.html index cdea4aa..95f6def 100644 --- a/doc_api/carskit/generic/IterativeRecommender.html +++ b/doc_api/carskit/generic/IterativeRecommender.html @@ -2,9 +2,9 @@ - + IterativeRecommender - + @@ -27,7 +27,6 @@
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  • @@ -784,7 +783,6 @@

    toString

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  • diff --git a/doc_api/carskit/generic/Recommender.Measure.html b/doc_api/carskit/generic/Recommender.Measure.html index 9a0ae06..f01995d 100644 --- a/doc_api/carskit/generic/Recommender.Measure.html +++ b/doc_api/carskit/generic/Recommender.Measure.html @@ -2,9 +2,9 @@ - + Recommender.Measure - + @@ -27,7 +27,6 @@
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  • @@ -486,7 +485,6 @@

    valueOf

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  • diff --git a/doc_api/carskit/generic/Recommender.html b/doc_api/carskit/generic/Recommender.html index 0d7be84..7e3e2ef 100644 --- a/doc_api/carskit/generic/Recommender.html +++ b/doc_api/carskit/generic/Recommender.html @@ -2,9 +2,9 @@ - + Recommender - + @@ -27,7 +27,6 @@
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  • @@ -1417,7 +1416,6 @@

    run

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  • diff --git a/doc_api/carskit/generic/TensorRecommender.html b/doc_api/carskit/generic/TensorRecommender.html index 13420b1..7e75bf1 100644 --- a/doc_api/carskit/generic/TensorRecommender.html +++ b/doc_api/carskit/generic/TensorRecommender.html @@ -2,9 +2,9 @@ - + TensorRecommender - + @@ -27,7 +27,6 @@
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  • @@ -118,8 +117,6 @@

    Class TensorRecommender

    public class TensorRecommender extends IterativeRecommender
    Interface for tensor recommenders
    -
    Author:
    -
    Guo Guibing
    @@ -392,7 +389,6 @@

    getKeys

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  • diff --git a/doc_api/carskit/generic/package-frame.html b/doc_api/carskit/generic/package-frame.html index a354991..ebf1b87 100644 --- a/doc_api/carskit/generic/package-frame.html +++ b/doc_api/carskit/generic/package-frame.html @@ -2,9 +2,9 @@ - + carskit.generic - + diff --git a/doc_api/carskit/generic/package-summary.html b/doc_api/carskit/generic/package-summary.html index 79b91da..f6e1319 100644 --- a/doc_api/carskit/generic/package-summary.html +++ b/doc_api/carskit/generic/package-summary.html @@ -2,9 +2,9 @@ - + carskit.generic - + @@ -27,7 +27,6 @@
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    Package carskit.generic

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  • @@ -110,7 +109,6 @@

    Enum Hierarchy

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  • diff --git a/doc_api/carskit/main/CARSKit.html b/doc_api/carskit/main/CARSKit.html index 31ef0fe..6951bdb 100644 --- a/doc_api/carskit/main/CARSKit.html +++ b/doc_api/carskit/main/CARSKit.html @@ -2,9 +2,9 @@ - + CARSKit - + @@ -27,7 +27,6 @@
  • Overview
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    Class CARSKit

    public class CARSKit
     extends java.lang.Object
    carskit.main.Main Class of the CARSKit
    -
    Author:
    -
    Yong Zheng
    @@ -572,7 +569,6 @@

    setConfigFiles

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    Package carskit.main

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    Class Hierarchy

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    Contents

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    Contents

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  • diff --git a/doc_api/help-doc.html b/doc_api/help-doc.html index d65eb54..721ad09 100644 --- a/doc_api/help-doc.html +++ b/doc_api/help-doc.html @@ -2,9 +2,9 @@ - + API Help - + @@ -27,7 +27,6 @@
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    Enum

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    Use

    -

    Each documented package, class and interface has its own Use page. This page describes what packages, classes, methods, constructors and fields use any part of the given class or package. Given a class or interface A, its Use page includes subclasses of A, fields declared as A, methods that return A, and methods and constructors with parameters of type A. You can access this page by first going to the package, class or interface, then clicking on the "Use" link in the navigation bar.

    -
  • -
  • Tree (Class Hierarchy)

    There is a Class Hierarchy page for all packages, plus a hierarchy for each package. Each hierarchy page contains a list of classes and a list of interfaces. The classes are organized by inheritance structure starting with java.lang.Object. The interfaces do not inherit from java.lang.Object.

      @@ -181,7 +176,6 @@

      Constant Field Values

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