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WIP: Fixed column name\order in iris dataset #408

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WIP: Fixed column name\order in iris dataset #408

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4 changes: 2 additions & 2 deletions test/Microsoft.ML.Core.Tests/UnitTests/TestCSharpApi.cs
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Original file line number Diff line number Diff line change
Expand Up @@ -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);
}
Expand Down Expand Up @@ -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);
}
Expand Down
303 changes: 152 additions & 151 deletions test/data/iris.txt
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Original file line number Diff line number Diff line change
@@ -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