32 references to UciAdultLabel
Microsoft.ML.AutoML.Tests (32)
AutoFitTests.cs (14)
45
var columnInference = context.Auto().InferColumns(dataPath, DatasetUtil.
UciAdultLabel
);
59
.Execute(trainData, new ColumnInformation() { LabelColumnName = DatasetUtil.
UciAdultLabel
});
71
var columnInference = context.Auto().InferColumns(dataPath, DatasetUtil.
UciAdultLabel
);
86
.Execute(trainData, new ColumnInformation() { LabelColumnName = DatasetUtil.
UciAdultLabel
});
98
var columnInference = context.Auto().InferColumns(dataPath, DatasetUtil.
UciAdultLabel
);
113
.Execute(dataTrainTest.TrainSet, dataTrainTest.TestSet, DatasetUtil.
UciAdultLabel
);
125
var columnInference = context.Auto().InferColumns(dataPath, DatasetUtil.
UciAdultLabel
);
138
.Execute(trainData, 10, DatasetUtil.
UciAdultLabel
);
585
var columnInference = context.Auto().InferColumns(dataPath, DatasetUtil.
UciAdultLabel
);
602
new ColumnInformation() { LabelColumnName = DatasetUtil.
UciAdultLabel
})
609
new ColumnInformation() { LabelColumnName = DatasetUtil.
UciAdultLabel
})
616
new ColumnInformation() { LabelColumnName = DatasetUtil.
UciAdultLabel
})
649
var columnInference = context.Auto().InferColumns(dataPath, DatasetUtil.
UciAdultLabel
);
654
.Execute(trainData, new ColumnInformation() { LabelColumnName = DatasetUtil.
UciAdultLabel
});
AutoMLExperimentTests.cs (12)
161
var pipeline = context.Auto().Featurizer(data, "_Features_", excludeColumns: new[] { DatasetUtil.
UciAdultLabel
})
162
.Append(context.BinaryClassification.Trainers.LightGbm(DatasetUtil.
UciAdultLabel
, "_Features_", numberOfIterations: 10000));
165
.SetBinaryClassificationMetric(BinaryClassificationMetric.AreaUnderRocCurve, DatasetUtil.
UciAdultLabel
)
277
var pipeline = context.Auto().Featurizer(data, "_Features_", excludeColumns: new[] { DatasetUtil.
UciAdultLabel
})
278
.Append(context.Auto().BinaryClassification(DatasetUtil.
UciAdultLabel
, "_Features_", useLgbm: false, useSdcaLogisticRegression: false, useLbfgsLogisticRegression: false));
281
.SetBinaryClassificationMetric(BinaryClassificationMetric.AreaUnderRocCurve, DatasetUtil.
UciAdultLabel
)
302
var pipeline = context.Auto().Featurizer(data, "_Features_", excludeColumns: new[] { DatasetUtil.
UciAdultLabel
})
303
.Append(context.Auto().BinaryClassification(DatasetUtil.
UciAdultLabel
, "_Features_", exampleWeightColumnName: "signedWeight", useLgbm: false, useSdcaLogisticRegression: false, useLbfgsLogisticRegression: false));
307
.SetBinaryClassificationMetricWithFairLearn(DatasetUtil.
UciAdultLabel
, "PredictedLabel", "Workclass", "signedWeight")
327
var pipeline = context.Auto().Featurizer(data, "_Features_", excludeColumns: new[] { DatasetUtil.
UciAdultLabel
})
328
.Append(context.Auto().BinaryClassification(DatasetUtil.
UciAdultLabel
, "_Features_", useLgbm: false, useSdcaLogisticRegression: false, useLbfgsLogisticRegression: false));
331
.SetBinaryClassificationMetric(BinaryClassificationMetric.AreaUnderRocCurve, DatasetUtil.
UciAdultLabel
)
ColumnInferenceTests.cs (2)
32
var columnInferenceWithoutGrouping = context.Auto().InferColumns(dataPath, DatasetUtil.
UciAdultLabel
, groupColumns: false);
38
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)
29
var columnInference = context.Auto().InferColumns(dataPath, DatasetUtil.
UciAdultLabel
);