diff --git a/test/Microsoft.ML.Core.Tests/UnitTests/TestCSharpApi.cs b/test/Microsoft.ML.Core.Tests/UnitTests/TestCSharpApi.cs index 061c14a034..2ff510882b 100644 --- a/test/Microsoft.ML.Core.Tests/UnitTests/TestCSharpApi.cs +++ b/test/Microsoft.ML.Core.Tests/UnitTests/TestCSharpApi.cs @@ -875,7 +875,7 @@ public void TestOvaMacro() Assert.True(b); double acc = 0; getter(ref acc); - Assert.Equal(0.96, acc, 2); + Assert.Equal(0.94, acc, 2); b = cursor.MoveNext(); Assert.False(b); } @@ -934,7 +934,7 @@ public void TestOvaMacroWithUncalibratedLearner() Assert.True(b); double acc = 0; getter(ref acc); - Assert.Equal(0.71, acc, 2); + Assert.Equal(0.76, acc, 2); b = cursor.MoveNext(); Assert.False(b); } diff --git a/test/data/iris.txt b/test/data/iris.txt index cb2a9a14ee..4f07f0a57f 100644 --- a/test/data/iris.txt +++ b/test/data/iris.txt @@ -1,151 +1,152 @@ -#Label Sepal length Sepal width Petal length Petal width -0 3.5 1.4 0.2 5.1 -0 3.0 1.4 0.2 4.9 -0 3.2 1.3 0.2 4.7 -0 3.1 1.5 0.2 4.6 -0 3.6 1.4 0.2 5.0 -0 3.9 1.7 0.4 5.4 -0 3.4 1.4 0.3 4.6 -0 3.4 1.5 0.2 5.0 -0 2.9 1.4 0.2 4.4 -0 3.1 1.5 0.1 4.9 -0 3.7 1.5 0.2 5.4 -0 3.4 1.6 0.2 4.8 -0 3.0 1.4 0.1 4.8 -0 3.0 1.1 0.1 4.3 -0 4.0 1.2 0.2 5.8 -0 4.4 1.5 0.4 5.7 -0 3.9 1.3 0.4 5.4 -0 3.5 1.4 0.3 5.1 -0 3.8 1.7 0.3 5.7 -0 3.8 1.5 0.3 5.1 -0 3.4 1.7 0.2 5.4 -0 3.7 1.5 0.4 5.1 -0 3.6 1.0 0.2 4.6 -0 3.3 1.7 0.5 5.1 -0 3.4 1.9 0.2 4.8 -0 3.0 1.6 0.2 5.0 -0 3.4 1.6 0.4 5.0 -0 3.5 1.5 0.2 5.2 -0 3.4 1.4 0.2 5.2 -0 3.2 1.6 0.2 4.7 -0 3.1 1.6 0.2 4.8 -0 3.4 1.5 0.4 5.4 -0 4.1 1.5 0.1 5.2 -0 4.2 1.4 0.2 5.5 -0 3.1 1.5 0.1 4.9 -0 3.2 1.2 0.2 5.0 -0 3.5 1.3 0.2 5.5 -0 3.1 1.5 0.1 4.9 -0 3.0 1.3 0.2 4.4 -0 3.4 1.5 0.2 5.1 -0 3.5 1.3 0.3 5.0 -0 2.3 1.3 0.3 4.5 -0 3.2 1.3 0.2 4.4 -0 3.5 1.6 0.6 5.0 -0 3.8 1.9 0.4 5.1 -0 3.0 1.4 0.3 4.8 -0 3.8 1.6 0.2 5.1 -0 3.2 1.4 0.2 4.6 -0 3.7 1.5 0.2 5.3 -0 3.3 1.4 0.2 5.0 -1 3.2 4.7 1.4 7.0 -1 3.2 4.5 1.5 6.4 -1 3.1 4.9 1.5 6.9 -1 2.3 4.0 1.3 5.5 -1 2.8 4.6 1.5 6.5 -1 2.8 4.5 1.3 5.7 -1 3.3 4.7 1.6 6.3 -1 2.4 3.3 1.0 4.9 -1 2.9 4.6 1.3 6.6 -1 2.7 3.9 1.4 5.2 -1 2.0 3.5 1.0 5.0 -1 3.0 4.2 1.5 5.9 -1 2.2 4.0 1.0 6.0 -1 2.9 4.7 1.4 6.1 -1 2.9 3.6 1.3 5.6 -1 3.1 4.4 1.4 6.7 -1 3.0 4.5 1.5 5.6 -1 2.7 4.1 1.0 5.8 -1 2.2 4.5 1.5 6.2 -1 2.5 3.9 1.1 5.6 -1 3.2 4.8 1.8 5.9 -1 2.8 4.0 1.3 6.1 -1 2.5 4.9 1.5 6.3 -1 2.8 4.7 1.2 6.1 -1 2.9 4.3 1.3 6.4 -1 3.0 4.4 1.4 6.6 -1 2.8 4.8 1.4 6.8 -1 3.0 5.0 1.7 6.7 -1 2.9 4.5 1.5 6.0 -1 2.6 3.5 1.0 5.7 -1 2.4 3.8 1.1 5.5 -1 2.4 3.7 1.0 5.5 -1 2.7 3.9 1.2 5.8 -1 2.7 5.1 1.6 6.0 -1 3.0 4.5 1.5 5.4 -1 3.4 4.5 1.6 6.0 -1 3.1 4.7 1.5 6.7 -1 2.3 4.4 1.3 6.3 -1 3.0 4.1 1.3 5.6 -1 2.5 4.0 1.3 5.5 -1 2.6 4.4 1.2 5.5 -1 3.0 4.6 1.4 6.1 -1 2.6 4.0 1.2 5.8 -1 2.3 3.3 1.0 5.0 -1 2.7 4.2 1.3 5.6 -1 3.0 4.2 1.2 5.7 -1 2.9 4.2 1.3 5.7 -1 2.9 4.3 1.3 6.2 -1 2.5 3.0 1.1 5.1 -1 2.8 4.1 1.3 5.7 -2 3.3 6.0 2.5 6.3 -2 2.7 5.1 1.9 5.8 -2 3.0 5.9 2.1 7.1 -2 2.9 5.6 1.8 6.3 -2 3.0 5.8 2.2 6.5 -2 3.0 6.6 2.1 7.6 -2 2.5 4.5 1.7 4.9 -2 2.9 6.3 1.8 7.3 -2 2.5 5.8 1.8 6.7 -2 3.6 6.1 2.5 7.2 -2 3.2 5.1 2.0 6.5 -2 2.7 5.3 1.9 6.4 -2 3.0 5.5 2.1 6.8 -2 2.5 5.0 2.0 5.7 -2 2.8 5.1 2.4 5.8 -2 3.2 5.3 2.3 6.4 -2 3.0 5.5 1.8 6.5 -2 3.8 6.7 2.2 7.7 -2 2.6 6.9 2.3 7.7 -2 2.2 5.0 1.5 6.0 -2 3.2 5.7 2.3 6.9 -2 2.8 4.9 2.0 5.6 -2 2.8 6.7 2.0 7.7 -2 2.7 4.9 1.8 6.3 -2 3.3 5.7 2.1 6.7 -2 3.2 6.0 1.8 7.2 -2 2.8 4.8 1.8 6.2 -2 3.0 4.9 1.8 6.1 -2 2.8 5.6 2.1 6.4 -2 3.0 5.8 1.6 7.2 -2 2.8 6.1 1.9 7.4 -2 3.8 6.4 2.0 7.9 -2 2.8 5.6 2.2 6.4 -2 2.8 5.1 1.5 6.3 -2 2.6 5.6 1.4 6.1 -2 3.0 6.1 2.3 7.7 -2 3.4 5.6 2.4 6.3 -2 3.1 5.5 1.8 6.4 -2 3.0 4.8 1.8 6.0 -2 3.1 5.4 2.1 6.9 -2 3.1 5.6 2.4 6.7 -2 3.1 5.1 2.3 6.9 -2 2.7 5.1 1.9 5.8 -2 3.2 5.9 2.3 6.8 -2 3.3 5.7 2.5 6.7 -2 3.0 5.2 2.3 6.7 -2 2.5 5.0 1.9 6.3 -2 3.0 5.2 2.0 6.5 -2 3.4 5.4 2.3 6.2 -2 3.0 5.1 1.8 5.9 +#Label Sepal length Sepal width Petal length Petal width +0 5.1 3.5 1.4 0.2 +0 4.9 3.0 1.4 0.2 +0 4.7 3.2 1.3 0.2 +0 4.6 3.1 1.5 0.2 +0 5.0 3.6 1.4 0.2 +0 5.4 3.9 1.7 0.4 +0 4.6 3.4 1.4 0.3 +0 5.0 3.4 1.5 0.2 +0 4.4 2.9 1.4 0.2 +0 4.9 3.1 1.5 0.1 +0 5.4 3.7 1.5 0.2 +0 4.8 3.4 1.6 0.2 +0 4.8 3.0 1.4 0.1 +0 4.3 3.0 1.1 0.1 +0 5.8 4.0 1.2 0.2 +0 5.7 4.4 1.5 0.4 +0 5.4 3.9 1.3 0.4 +0 5.1 3.5 1.4 0.3 +0 5.7 3.8 1.7 0.3 +0 5.1 3.8 1.5 0.3 +0 5.4 3.4 1.7 0.2 +0 5.1 3.7 1.5 0.4 +0 4.6 3.6 1.0 0.2 +0 5.1 3.3 1.7 0.5 +0 4.8 3.4 1.9 0.2 +0 5.0 3.0 1.6 0.2 +0 5.0 3.4 1.6 0.4 +0 5.2 3.5 1.5 0.2 +0 5.2 3.4 1.4 0.2 +0 4.7 3.2 1.6 0.2 +0 4.8 3.1 1.6 0.2 +0 5.4 3.4 1.5 0.4 +0 5.2 4.1 1.5 0.1 +0 5.5 4.2 1.4 0.2 +0 4.9 3.1 1.5 0.1 +0 5.0 3.2 1.2 0.2 +0 5.5 3.5 1.3 0.2 +0 4.9 3.1 1.5 0.1 +0 4.4 3.0 1.3 0.2 +0 5.1 3.4 1.5 0.2 +0 5.0 3.5 1.3 0.3 +0 4.5 2.3 1.3 0.3 +0 4.4 3.2 1.3 0.2 +0 5.0 3.5 1.6 0.6 +0 5.1 3.8 1.9 0.4 +0 4.8 3.0 1.4 0.3 +0 5.1 3.8 1.6 0.2 +0 4.6 3.2 1.4 0.2 +0 5.3 3.7 1.5 0.2 +0 5.0 3.3 1.4 0.2 +1 7.0 3.2 4.7 1.4 +1 6.4 3.2 4.5 1.5 +1 6.9 3.1 4.9 1.5 +1 5.5 2.3 4.0 1.3 +1 6.5 2.8 4.6 1.5 +1 5.7 2.8 4.5 1.3 +1 6.3 3.3 4.7 1.6 +1 4.9 2.4 3.3 1.0 +1 6.6 2.9 4.6 1.3 +1 5.2 2.7 3.9 1.4 +1 5.0 2.0 3.5 1.0 +1 5.9 3.0 4.2 1.5 +1 6.0 2.2 4.0 1.0 +1 6.1 2.9 4.7 1.4 +1 5.6 2.9 3.6 1.3 +1 6.7 3.1 4.4 1.4 +1 5.6 3.0 4.5 1.5 +1 5.8 2.7 4.1 1.0 +1 6.2 2.2 4.5 1.5 +1 5.6 2.5 3.9 1.1 +1 5.9 3.2 4.8 1.8 +1 6.1 2.8 4.0 1.3 +1 6.3 2.5 4.9 1.5 +1 6.1 2.8 4.7 1.2 +1 6.4 2.9 4.3 1.3 +1 6.6 3.0 4.4 1.4 +1 6.8 2.8 4.8 1.4 +1 6.7 3.0 5.0 1.7 +1 6.0 2.9 4.5 1.5 +1 5.7 2.6 3.5 1.0 +1 5.5 2.4 3.8 1.1 +1 5.5 2.4 3.7 1.0 +1 5.8 2.7 3.9 1.2 +1 6.0 2.7 5.1 1.6 +1 5.4 3.0 4.5 1.5 +1 6.0 3.4 4.5 1.6 +1 6.7 3.1 4.7 1.5 +1 6.3 2.3 4.4 1.3 +1 5.6 3.0 4.1 1.3 +1 5.5 2.5 4.0 1.3 +1 5.5 2.6 4.4 1.2 +1 6.1 3.0 4.6 1.4 +1 5.8 2.6 4.0 1.2 +1 5.0 2.3 3.3 1.0 +1 5.6 2.7 4.2 1.3 +1 5.7 3.0 4.2 1.2 +1 5.7 2.9 4.2 1.3 +1 6.2 2.9 4.3 1.3 +1 5.1 2.5 3.0 1.1 +1 5.7 2.8 4.1 1.3 +2 6.3 3.3 6.0 2.5 +2 5.8 2.7 5.1 1.9 +2 7.1 3.0 5.9 2.1 +2 6.3 2.9 5.6 1.8 +2 6.5 3.0 5.8 2.2 +2 7.6 3.0 6.6 2.1 +2 4.9 2.5 4.5 1.7 +2 7.3 2.9 6.3 1.8 +2 6.7 2.5 5.8 1.8 +2 7.2 3.6 6.1 2.5 +2 6.5 3.2 5.1 2.0 +2 6.4 2.7 5.3 1.9 +2 6.8 3.0 5.5 2.1 +2 5.7 2.5 5.0 2.0 +2 5.8 2.8 5.1 2.4 +2 6.4 3.2 5.3 2.3 +2 6.5 3.0 5.5 1.8 +2 7.7 3.8 6.7 2.2 +2 7.7 2.6 6.9 2.3 +2 6.0 2.2 5.0 1.5 +2 6.9 3.2 5.7 2.3 +2 5.6 2.8 4.9 2.0 +2 7.7 2.8 6.7 2.0 +2 6.3 2.7 4.9 1.8 +2 6.7 3.3 5.7 2.1 +2 7.2 3.2 6.0 1.8 +2 6.2 2.8 4.8 1.8 +2 6.1 3.0 4.9 1.8 +2 6.4 2.8 5.6 2.1 +2 7.2 3.0 5.8 1.6 +2 7.4 2.8 6.1 1.9 +2 7.9 3.8 6.4 2.0 +2 6.4 2.8 5.6 2.2 +2 6.3 2.8 5.1 1.5 +2 6.1 2.6 5.6 1.4 +2 7.7 3.0 6.1 2.3 +2 6.3 3.4 5.6 2.4 +2 6.4 3.1 5.5 1.8 +2 6.0 3.0 4.8 1.8 +2 6.9 3.1 5.4 2.1 +2 6.7 3.1 5.6 2.4 +2 6.9 3.1 5.1 2.3 +2 5.8 2.7 5.1 1.9 +2 6.8 3.2 5.9 2.3 +2 6.7 3.3 5.7 2.5 +2 6.7 3.0 5.2 2.3 +2 6.3 2.5 5.0 1.9 +2 6.5 3.0 5.2 2.0 +2 6.2 3.4 5.4 2.3 +2 5.9 + 3.0 5.1 1.8 \ No newline at end of file