32 references to UciAdultLabel
Microsoft.ML.AutoML.Tests (32)
AutoFitTests.cs (14)
46
var columnInference = context.Auto().InferColumns(dataPath, DatasetUtil.
UciAdultLabel
);
60
.Execute(trainData, new ColumnInformation() { LabelColumnName = DatasetUtil.
UciAdultLabel
});
72
var columnInference = context.Auto().InferColumns(dataPath, DatasetUtil.
UciAdultLabel
);
87
.Execute(trainData, new ColumnInformation() { LabelColumnName = DatasetUtil.
UciAdultLabel
});
99
var columnInference = context.Auto().InferColumns(dataPath, DatasetUtil.
UciAdultLabel
);
114
.Execute(dataTrainTest.TrainSet, dataTrainTest.TestSet, DatasetUtil.
UciAdultLabel
);
126
var columnInference = context.Auto().InferColumns(dataPath, DatasetUtil.
UciAdultLabel
);
139
.Execute(trainData, 10, DatasetUtil.
UciAdultLabel
);
586
var columnInference = context.Auto().InferColumns(dataPath, DatasetUtil.
UciAdultLabel
);
603
new ColumnInformation() { LabelColumnName = DatasetUtil.
UciAdultLabel
})
610
new ColumnInformation() { LabelColumnName = DatasetUtil.
UciAdultLabel
})
617
new ColumnInformation() { LabelColumnName = DatasetUtil.
UciAdultLabel
})
650
var columnInference = context.Auto().InferColumns(dataPath, DatasetUtil.
UciAdultLabel
);
655
.Execute(trainData, new ColumnInformation() { LabelColumnName = DatasetUtil.
UciAdultLabel
});
AutoMLExperimentTests.cs (12)
105
var pipeline = context.Auto().Featurizer(data, "_Features_", excludeColumns: new[] { DatasetUtil.
UciAdultLabel
})
106
.Append(context.BinaryClassification.Trainers.LightGbm(DatasetUtil.
UciAdultLabel
, "_Features_", numberOfIterations: 10000));
109
.SetBinaryClassificationMetric(BinaryClassificationMetric.AreaUnderRocCurve, DatasetUtil.
UciAdultLabel
)
222
var pipeline = context.Auto().Featurizer(data, "_Features_", excludeColumns: new[] { DatasetUtil.
UciAdultLabel
})
223
.Append(context.Auto().BinaryClassification(DatasetUtil.
UciAdultLabel
, "_Features_", useLgbm: false, useSdcaLogisticRegression: false, useLbfgsLogisticRegression: false));
226
.SetBinaryClassificationMetric(BinaryClassificationMetric.AreaUnderRocCurve, DatasetUtil.
UciAdultLabel
)
247
var pipeline = context.Auto().Featurizer(data, "_Features_", excludeColumns: new[] { DatasetUtil.
UciAdultLabel
})
248
.Append(context.Auto().BinaryClassification(DatasetUtil.
UciAdultLabel
, "_Features_", exampleWeightColumnName: "signedWeight", useLgbm: false, useSdcaLogisticRegression: false, useLbfgsLogisticRegression: false));
252
.SetBinaryClassificationMetricWithFairLearn(DatasetUtil.
UciAdultLabel
, "PredictedLabel", "Workclass", "signedWeight")
272
var pipeline = context.Auto().Featurizer(data, "_Features_", excludeColumns: new[] { DatasetUtil.
UciAdultLabel
})
273
.Append(context.Auto().BinaryClassification(DatasetUtil.
UciAdultLabel
, "_Features_", useLgbm: false, useSdcaLogisticRegression: false, useLbfgsLogisticRegression: false));
276
.SetBinaryClassificationMetric(BinaryClassificationMetric.AreaUnderRocCurve, DatasetUtil.
UciAdultLabel
)
ColumnInferenceTests.cs (2)
33
var columnInferenceWithoutGrouping = context.Auto().InferColumns(dataPath, DatasetUtil.
UciAdultLabel
, groupColumns: false);
39
var columnInferenceWithGrouping = context.Auto().InferColumns(dataPath, DatasetUtil.
UciAdultLabel
, groupColumns: true);
DatasetUtil.cs (1)
58
var columnInferenceResult = context.Auto().InferColumns(uciAdultDataFile,
UciAdultLabel
);
GetNextPipelineTests.cs (2)
28
var columns = DatasetColumnInfoUtil.GetDatasetColumnInfo(context, uciAdult, new ColumnInformation() { LabelColumnName = DatasetUtil.
UciAdultLabel
});
53
var columns = DatasetColumnInfoUtil.GetDatasetColumnInfo(context, uciAdult, new ColumnInformation() { LabelColumnName = DatasetUtil.
UciAdultLabel
});
TrainValidaionDatasetManagerTest.cs (1)
30
var columnInference = context.Auto().InferColumns(dataPath, DatasetUtil.
UciAdultLabel
);