COnfusion matrix improvement

- alignment of model and data classes for enum predictors and integer predictors - basic test cases
dsdinter · Mar 7, 2013 · 119dfba · 119dfba
1 parent 96ec88d
commit 119dfba
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Showing 14 changed files with 849 additions and 13 deletions.
diff --git a/smalldata/test/classifier/iris_test.csv b/smalldata/test/classifier/iris_test.csv
@@ -0,0 +1,51 @@
+sepal_len,sepal_wid,petal_len,petal_wid,species
+7.7,2.6,6.9,2.3,Iris-virginica
+5.8,2.7,4.1,1.0,Iris-versicolor
+4.4,3.0,1.3,0.2,Iris-setosa
+4.7,3.2,1.6,0.2,Iris-setosa
+5.7,3.8,1.7,0.3,Iris-setosa
+5.7,2.9,4.2,1.3,Iris-versicolor
+5.1,2.5,3.0,1.1,Iris-versicolor
+6.8,3.2,5.9,2.3,Iris-virginica
+4.3,3.0,1.1,0.1,Iris-setosa
+6.4,3.2,4.5,1.5,Iris-versicolor
+4.8,3.0,1.4,0.1,Iris-setosa
+5.9,3.0,4.2,1.5,Iris-versicolor
+4.9,2.5,4.5,1.7,Iris-virginica
+5.7,4.4,1.5,0.4,Iris-setosa
+5.8,4.0,1.2,0.2,Iris-setosa
+5.1,3.3,1.7,0.5,Iris-setosa
+5.4,3.9,1.3,0.4,Iris-setosa
+6.3,3.3,4.7,1.6,Iris-versicolor
+6.7,3.3,5.7,2.1,Iris-virginica
+6.7,3.3,5.7,2.5,Iris-virginica
+5.0,3.4,1.5,0.2,Iris-setosa
+5.2,4.1,1.5,0.1,Iris-setosa
+5.4,3.4,1.5,0.4,Iris-setosa
+6.2,2.2,4.5,1.5,Iris-versicolor
+5.6,2.5,3.9,1.1,Iris-versicolor
+5.1,3.8,1.9,0.4,Iris-setosa
+6.7,3.1,5.6,2.4,Iris-virginica
+6.4,2.9,4.3,1.3,Iris-versicolor
+5.7,3.0,4.2,1.2,Iris-versicolor
+7.2,3.2,6.0,1.8,Iris-virginica
+5.8,2.6,4.0,1.2,Iris-versicolor
+5.5,2.4,3.8,1.1,Iris-versicolor
+5.7,2.6,3.5,1.0,Iris-versicolor
+5.7,2.8,4.1,1.3,Iris-versicolor
+4.7,3.2,1.3,0.2,Iris-setosa
+6.9,3.1,5.1,2.3,Iris-virginica
+4.8,3.1,1.6,0.2,Iris-setosa
+4.8,3.4,1.6,0.2,Iris-setosa
+5.1,3.5,1.4,0.2,Iris-setosa
+5.0,3.3,1.4,0.2,Iris-setosa
+4.4,3.2,1.3,0.2,Iris-setosa
+6.5,2.8,4.6,1.5,Iris-versicolor
+6.5,3.0,5.2,2.0,Iris-virginica
+7.4,2.8,6.1,1.9,Iris-virginica
+5.5,2.6,4.4,1.2,Iris-versicolor
+4.9,3.1,1.5,0.1,Iris-setosa
+7.9,3.8,6.4,2.0,Iris-virginica
+6.3,2.7,4.9,1.8,Iris-virginica
+7.1,3.0,5.9,2.1,Iris-virginica
+6.3,2.9,5.6,1.8,Iris-virginica
diff --git a/smalldata/test/classifier/iris_test_extra.csv b/smalldata/test/classifier/iris_test_extra.csv
@@ -0,0 +1,53 @@
+sepal_len,sepal_wid,petal_len,petal_wid,species
+7.7,2.6,6.9,2.3,Iris-virginica
+5.8,2.7,4.1,1.0,Iris-versicolor
+4.4,3.0,1.3,0.2,Iris-setosa
+4.7,3.2,1.6,0.2,Iris-setosa
+5.7,3.8,1.7,0.3,Iris-setosa
+5.7,2.9,4.2,1.3,Iris-versicolor
+5.1,2.5,3.0,1.1,Iris-versicolor
+6.8,3.2,5.9,2.3,Iris-virginica
+4.3,3.0,1.1,0.1,Iris-setosa
+6.4,3.2,4.5,1.5,Iris-versicolor
+4.8,3.0,1.4,0.1,Iris-setosa
+5.9,3.0,4.2,1.5,Iris-versicolor
+4.9,2.5,4.5,1.7,Iris-virginica
+5.7,4.4,1.5,0.4,Iris-setosa
+5.8,4.0,1.2,0.2,Iris-setosa
+5.1,3.3,1.7,0.5,Iris-setosa
+5.4,3.9,1.3,0.4,Iris-setosa
+6.3,3.3,4.7,1.6,Iris-versicolor
+6.7,3.3,5.7,2.1,Iris-virginica
+6.7,3.3,5.7,2.5,Iris-virginica
+5.0,3.4,1.5,0.2,Iris-setosa
+5.2,4.1,1.5,0.1,Iris-setosa
+5.4,3.4,1.5,0.4,Iris-setosa
+6.2,2.2,4.5,1.5,Iris-versicolor
+5.6,2.5,3.9,1.1,Iris-versicolor
+5.1,3.8,1.9,0.4,Iris-setosa
+6.7,3.1,5.6,2.4,Iris-virginica
+6.4,2.9,4.3,1.3,Iris-versicolor
+5.7,3.0,4.2,1.2,Iris-versicolor
+7.2,3.2,6.0,1.8,Iris-virginica
+5.8,2.6,4.0,1.2,Iris-versicolor
+5.5,2.4,3.8,1.1,Iris-versicolor
+5.7,2.6,3.5,1.0,Iris-versicolor
+5.7,2.8,4.1,1.3,Iris-versicolor
+4.7,3.2,1.3,0.2,Iris-setosa
+6.9,3.1,5.1,2.3,Iris-virginica
+4.8,3.1,1.6,0.2,Iris-setosa
+4.8,3.4,1.6,0.2,Iris-setosa
+5.1,3.5,1.4,0.2,Iris-setosa
+5.0,3.3,1.4,0.2,Iris-setosa
+4.4,3.2,1.3,0.2,Iris-setosa
+6.5,2.8,4.6,1.5,Iris-versicolor
+6.5,3.0,5.2,2.0,Iris-virginica
+7.4,2.8,6.1,1.9,Iris-virginica
+5.5,2.6,4.4,1.2,Iris-versicolor
+4.9,3.1,1.5,0.1,Iris-setosa
+7.9,3.8,6.4,2.0,Iris-virginica
+6.3,2.7,4.9,1.8,Iris-virginica
+7.1,3.0,5.9,2.1,Iris-virginica
+6.3,2.9,5.6,1.8,Iris-virginica
+6.3,2.9,5.6,1.8,Iris-borovicka
+5.7,3.0,4.2,1.2,Iris-slivovicka
diff --git a/smalldata/test/classifier/iris_test_missing.csv b/smalldata/test/classifier/iris_test_missing.csv
@@ -0,0 +1,17 @@
+sepal_len,sepal_wid,petal_len,petal_wid,species
+5.8,2.7,4.1,1.0,Iris-versicolor
+5.7,2.9,4.2,1.3,Iris-versicolor
+5.1,2.5,3.0,1.1,Iris-versicolor
+6.4,3.2,4.5,1.5,Iris-versicolor
+5.9,3.0,4.2,1.5,Iris-versicolor
+6.3,3.3,4.7,1.6,Iris-versicolor
+6.2,2.2,4.5,1.5,Iris-versicolor
+5.6,2.5,3.9,1.1,Iris-versicolor
+6.4,2.9,4.3,1.3,Iris-versicolor
+5.7,3.0,4.2,1.2,Iris-versicolor
+5.8,2.6,4.0,1.2,Iris-versicolor
+5.5,2.4,3.8,1.1,Iris-versicolor
+5.7,2.6,3.5,1.0,Iris-versicolor
+5.7,2.8,4.1,1.3,Iris-versicolor
+6.5,2.8,4.6,1.5,Iris-versicolor
+5.5,2.6,4.4,1.2,Iris-versicolor
diff --git a/smalldata/test/classifier/iris_test_missing_extra.csv b/smalldata/test/classifier/iris_test_missing_extra.csv
@@ -0,0 +1,19 @@
+sepal_len,sepal_wid,petal_len,petal_wid,species
+5.8,2.7,4.1,1.0,Iris-versicolor
+5.7,2.9,4.2,1.3,Iris-versicolor
+5.1,2.5,3.0,1.1,Iris-versicolor
+6.4,3.2,4.5,1.5,Iris-versicolor
+5.9,3.0,4.2,1.5,Iris-versicolor
+6.3,3.3,4.7,1.6,Iris-versicolor
+6.2,2.2,4.5,1.5,Iris-versicolor
+5.6,2.5,3.9,1.1,Iris-versicolor
+6.4,2.9,4.3,1.3,Iris-versicolor
+5.7,3.0,4.2,1.2,Iris-versicolor
+5.8,2.6,4.0,1.2,Iris-versicolor
+5.5,2.4,3.8,1.1,Iris-versicolor
+5.7,2.6,3.5,1.0,Iris-versicolor
+5.7,2.8,4.1,1.3,Iris-versicolor
+6.5,2.8,4.6,1.5,Iris-versicolor
+5.5,2.6,4.4,1.2,Iris-versicolor
+6.3,2.9,5.6,1.8,Iris-borovicka
+5.7,3.0,4.2,1.2,Iris-slivovicka
diff --git a/smalldata/test/classifier/iris_test_numeric.csv b/smalldata/test/classifier/iris_test_numeric.csv
@@ -0,0 +1,51 @@
+sepal_len,sepal_wid,petal_len,petal_wid,species
+7.7,2.6,6.9,2.3,2
+5.8,2.7,4.1,1.0,1
+4.4,3.0,1.3,0.2,0
+4.7,3.2,1.6,0.2,0
+5.7,3.8,1.7,0.3,0
+5.7,2.9,4.2,1.3,1
+5.1,2.5,3.0,1.1,1
+6.8,3.2,5.9,2.3,2
+4.3,3.0,1.1,0.1,0
+6.4,3.2,4.5,1.5,1
+4.8,3.0,1.4,0.1,0
+5.9,3.0,4.2,1.5,1
+4.9,2.5,4.5,1.7,2
+5.7,4.4,1.5,0.4,0
+5.8,4.0,1.2,0.2,0
+5.1,3.3,1.7,0.5,0
+5.4,3.9,1.3,0.4,0
+6.3,3.3,4.7,1.6,1
+6.7,3.3,5.7,2.1,2
+6.7,3.3,5.7,2.5,2
+5.0,3.4,1.5,0.2,0
+5.2,4.1,1.5,0.1,0
+5.4,3.4,1.5,0.4,0
+6.2,2.2,4.5,1.5,1
+5.6,2.5,3.9,1.1,1
+5.1,3.8,1.9,0.4,0
+6.7,3.1,5.6,2.4,2
+6.4,2.9,4.3,1.3,1
+5.7,3.0,4.2,1.2,1
+7.2,3.2,6.0,1.8,2
+5.8,2.6,4.0,1.2,1
+5.5,2.4,3.8,1.1,1
+5.7,2.6,3.5,1.0,1
+5.7,2.8,4.1,1.3,1
+4.7,3.2,1.3,0.2,0
+6.9,3.1,5.1,2.3,2
+4.8,3.1,1.6,0.2,0
+4.8,3.4,1.6,0.2,0
+5.1,3.5,1.4,0.2,0
+5.0,3.3,1.4,0.2,0
+4.4,3.2,1.3,0.2,0
+6.5,2.8,4.6,1.5,1
+6.5,3.0,5.2,2.0,2
+7.4,2.8,6.1,1.9,2
+5.5,2.6,4.4,1.2,1
+4.9,3.1,1.5,0.1,0
+7.9,3.8,6.4,2.0,2
+6.3,2.7,4.9,1.8,2
+7.1,3.0,5.9,2.1,2
+6.3,2.9,5.6,1.8,2
diff --git a/smalldata/test/classifier/iris_test_numeric_extra.csv b/smalldata/test/classifier/iris_test_numeric_extra.csv
@@ -0,0 +1,53 @@
+sepal_len,sepal_wid,petal_len,petal_wid,species
+7.7,2.6,6.9,2.3,2
+5.8,2.7,4.1,1.0,1
+4.4,3.0,1.3,0.2,0
+4.7,3.2,1.6,0.2,0
+5.7,3.8,1.7,0.3,0
+5.7,2.9,4.2,1.3,1
+5.1,2.5,3.0,1.1,1
+6.8,3.2,5.9,2.3,2
+4.3,3.0,1.1,0.1,0
+6.4,3.2,4.5,1.5,1
+4.8,3.0,1.4,0.1,0
+5.9,3.0,4.2,1.5,1
+4.9,2.5,4.5,1.7,2
+5.7,4.4,1.5,0.4,0
+5.8,4.0,1.2,0.2,0
+5.1,3.3,1.7,0.5,0
+5.4,3.9,1.3,0.4,0
+6.3,3.3,4.7,1.6,1
+6.7,3.3,5.7,2.1,2
+6.7,3.3,5.7,2.5,2
+5.0,3.4,1.5,0.2,0
+5.2,4.1,1.5,0.1,0
+5.4,3.4,1.5,0.4,0
+6.2,2.2,4.5,1.5,1
+5.6,2.5,3.9,1.1,1
+5.1,3.8,1.9,0.4,0
+6.7,3.1,5.6,2.4,2
+6.4,2.9,4.3,1.3,1
+5.7,3.0,4.2,1.2,1
+7.2,3.2,6.0,1.8,2
+5.8,2.6,4.0,1.2,1
+5.5,2.4,3.8,1.1,1
+5.7,2.6,3.5,1.0,1
+5.7,2.8,4.1,1.3,1
+4.7,3.2,1.3,0.2,0
+6.9,3.1,5.1,2.3,2
+4.8,3.1,1.6,0.2,0
+4.8,3.4,1.6,0.2,0
+5.1,3.5,1.4,0.2,0
+5.0,3.3,1.4,0.2,0
+4.4,3.2,1.3,0.2,0
+6.5,2.8,4.6,1.5,1
+6.5,3.0,5.2,2.0,2
+7.4,2.8,6.1,1.9,2
+5.5,2.6,4.4,1.2,1
+4.9,3.1,1.5,0.1,0
+7.9,3.8,6.4,2.0,2
+6.3,2.7,4.9,1.8,2
+7.1,3.0,5.9,2.1,2
+6.3,2.9,5.6,1.8,2
+6.3,2.9,5.6,1.8,3
+5.7,3.0,4.2,1.2,4
diff --git a/smalldata/test/classifier/iris_test_numeric_extra2.csv b/smalldata/test/classifier/iris_test_numeric_extra2.csv
@@ -0,0 +1,53 @@
+sepal_len,sepal_wid,petal_len,petal_wid,species
+7.7,2.6,6.9,2.3,2
+5.8,2.7,4.1,1.0,1
+4.4,3.0,1.3,0.2,0
+4.7,3.2,1.6,0.2,0
+5.7,3.8,1.7,0.3,0
+5.7,2.9,4.2,1.3,1
+5.1,2.5,3.0,1.1,1
+6.8,3.2,5.9,2.3,2
+4.3,3.0,1.1,0.1,0
+6.4,3.2,4.5,1.5,1
+4.8,3.0,1.4,0.1,0
+5.9,3.0,4.2,1.5,1
+4.9,2.5,4.5,1.7,2
+5.7,4.4,1.5,0.4,0
+5.8,4.0,1.2,0.2,0
+5.1,3.3,1.7,0.5,0
+5.4,3.9,1.3,0.4,0
+6.3,3.3,4.7,1.6,1
+6.7,3.3,5.7,2.1,2
+6.7,3.3,5.7,2.5,2
+5.0,3.4,1.5,0.2,0
+5.2,4.1,1.5,0.1,0
+5.4,3.4,1.5,0.4,0
+6.2,2.2,4.5,1.5,1
+5.6,2.5,3.9,1.1,1
+5.1,3.8,1.9,0.4,0
+6.7,3.1,5.6,2.4,2
+6.4,2.9,4.3,1.3,1
+5.7,3.0,4.2,1.2,1
+7.2,3.2,6.0,1.8,2
+5.8,2.6,4.0,1.2,1
+5.5,2.4,3.8,1.1,1
+5.7,2.6,3.5,1.0,1
+5.7,2.8,4.1,1.3,1
+4.7,3.2,1.3,0.2,0
+6.9,3.1,5.1,2.3,2
+4.8,3.1,1.6,0.2,0
+4.8,3.4,1.6,0.2,0
+5.1,3.5,1.4,0.2,0
+5.0,3.3,1.4,0.2,0
+4.4,3.2,1.3,0.2,0
+6.5,2.8,4.6,1.5,1
+6.5,3.0,5.2,2.0,2
+7.4,2.8,6.1,1.9,2
+5.5,2.6,4.4,1.2,1
+4.9,3.1,1.5,0.1,0
+7.9,3.8,6.4,2.0,2
+6.3,2.7,4.9,1.8,2
+7.1,3.0,5.9,2.1,2
+6.3,2.9,5.6,1.8,2
+6.3,2.9,5.6,1.8,-1
+5.7,3.0,4.2,1.2,4
diff --git a/smalldata/test/classifier/iris_test_numeric_missing.csv b/smalldata/test/classifier/iris_test_numeric_missing.csv
@@ -0,0 +1,17 @@
+sepal_len,sepal_wid,petal_len,petal_wid,species
+5.8,2.7,4.1,1.0,1
+5.7,2.9,4.2,1.3,1
+5.1,2.5,3.0,1.1,1
+6.4,3.2,4.5,1.5,1
+5.9,3.0,4.2,1.5,1
+6.3,3.3,4.7,1.6,1
+6.2,2.2,4.5,1.5,1
+5.6,2.5,3.9,1.1,1
+6.4,2.9,4.3,1.3,1
+5.7,3.0,4.2,1.2,1
+5.8,2.6,4.0,1.2,1
+5.5,2.4,3.8,1.1,1
+5.7,2.6,3.5,1.0,1
+5.7,2.8,4.1,1.3,1
+6.5,2.8,4.6,1.5,1
+5.5,2.6,4.4,1.2,1
diff --git a/smalldata/test/classifier/iris_test_numeric_missing_extra.csv b/smalldata/test/classifier/iris_test_numeric_missing_extra.csv
@@ -0,0 +1,19 @@
+sepal_len,sepal_wid,petal_len,petal_wid,species
+5.8,2.7,4.1,1.0,1
+5.7,2.9,4.2,1.3,1
+5.1,2.5,3.0,1.1,1
+6.4,3.2,4.5,1.5,1
+5.9,3.0,4.2,1.5,1
+6.3,3.3,4.7,1.6,1
+6.2,2.2,4.5,1.5,1
+5.6,2.5,3.9,1.1,1
+6.4,2.9,4.3,1.3,1
+5.7,3.0,4.2,1.2,1
+5.8,2.6,4.0,1.2,1
+5.5,2.4,3.8,1.1,1
+5.7,2.6,3.5,1.0,1
+5.7,2.8,4.1,1.3,1
+6.5,2.8,4.6,1.5,1
+5.5,2.6,4.4,1.2,1
+6.3,2.9,5.6,1.8,3
+5.7,3.0,4.2,1.2,4