diff --git a/README.md b/README.md
index 2b61b73..50c172c 100644
--- a/README.md
+++ b/README.md
@@ -23,14 +23,15 @@ For more information: http://mlwave.com/kaggle-ensembling-guide/
     parsing: ./samples/method3.csv
     wrote to ./samples/kaggle_vote.csv
 
-    $ python ./src/kaggle_vote.py "./samples/_*.csv" "./samples/kaggle_vote.csv" "weighted"
+
+    $ python ./src/kaggle_vote.py "./samples/_*.csv" "./samples/kaggle_vote_weighted.csv" "weighted"
     parsing: ./samples/_w3_method1.csv
     Using weight: 3
     parsing: ./samples/_w2_method2.csv
     Using weight: 2
     parsing: ./samples/_w2_method3.csv
     Using weight: 2
-    wrote to ./samples/kaggle_vote.csv
+    wrote to ./samples/kaggle_vote_weighted.csv
 
     $ python ./src/kaggle_rankavg.py "./samples/method*.csv" "./samples/kaggle_rankavg.csv"
     parsing: ./samples/method1.csv
diff --git a/samples/_w2_method2.csv b/samples/_w2_method2.csv
new file mode 100644
index 0000000..1a5567f
--- /dev/null
+++ b/samples/_w2_method2.csv
@@ -0,0 +1,6 @@
+ImageId,Label
+1,3
+4,2
+3,6
+5,3
+2,0
diff --git a/samples/_w2_method3.csv b/samples/_w2_method3.csv
new file mode 100644
index 0000000..f3647a4
--- /dev/null
+++ b/samples/_w2_method3.csv
@@ -0,0 +1,6 @@
+ImageId,Label
+1,2
+3,9
+2,0
+5,3
+4,2
diff --git a/samples/_w3_method1.csv b/samples/_w3_method1.csv
new file mode 100644
index 0000000..b305466
--- /dev/null
+++ b/samples/_w3_method1.csv
@@ -0,0 +1,6 @@
+ImageId,Label
+5,3
+2,0
+3,5
+4,9
+1,1
diff --git a/samples/kaggle_vote_weighted.csv b/samples/kaggle_vote_weighted.csv
new file mode 100644
index 0000000..4efc665
--- /dev/null
+++ b/samples/kaggle_vote_weighted.csv
@@ -0,0 +1,6 @@
+ImageId,Label
+1,1
+2,0
+3,5
+4,2
+5,3