Commands\CrossValidationCommand.cs (5)
30[Argument(ArgumentType.Multiple, HelpText = "Trainer to use", ShortName = "tr", SignatureType = typeof(SignatureTrainer))]
33[Argument(ArgumentType.Multiple, HelpText = "Scorer to use", NullName = "<Auto>", SortOrder = 101, SignatureType = typeof(SignatureDataScorer))]
36[Argument(ArgumentType.Multiple, HelpText = "Evaluator to use", ShortName = "eval", NullName = "<Auto>", SortOrder = 102, SignatureType = typeof(SignatureMamlEvaluator))]
76[Argument(ArgumentType.Multiple, HelpText = "Transforms to apply prior to splitting the data into folds",
83[Argument(ArgumentType.Multiple, HelpText = "Output calibrator", ShortName = "cali", NullName = "<None>", SignatureType = typeof(SignatureCalibrator))]
Commands\DataCommand.cs (3)
26[Argument(ArgumentType.Multiple, Visibility = ArgumentAttribute.VisibilityType.CmdLineOnly, HelpText = "The data loader", ShortName = "loader", SortOrder = 1, NullName = "<Auto>", SignatureType = typeof(SignatureDataLoader))]
38[Argument(ArgumentType.Multiple, Visibility = ArgumentAttribute.VisibilityType.CmdLineOnly, HelpText = "Load transforms from model file?", ShortName = "loadTrans", SortOrder = 91)]
57[Argument(ArgumentType.Multiple, Visibility = ArgumentAttribute.VisibilityType.CmdLineOnly,
Commands\ScoreCommand.cs (5)
52[Argument(ArgumentType.Multiple,
57[Argument(ArgumentType.Multiple, HelpText = "Scorer to use", SignatureType = typeof(SignatureDataScorer))]
60[Argument(ArgumentType.Multiple, HelpText = "The data saver to use", SignatureType = typeof(SignatureDataSaver))]
69[Argument(ArgumentType.Multiple, HelpText = "Post processing transform", ShortName = "pxf", SignatureType = typeof(SignatureDataTransform))]
75[Argument(ArgumentType.Multiple, HelpText = "What columns to output beyond score columns, if outputAllColumns=-.",
Commands\TrainTestCommand.cs (4)
28[Argument(ArgumentType.Multiple, HelpText = "Trainer to use", ShortName = "tr", SignatureType = typeof(SignatureTrainer))]
31[Argument(ArgumentType.Multiple, HelpText = "Scorer to use", NullName = "<Auto>", SortOrder = 101, SignatureType = typeof(SignatureDataScorer))]
34[Argument(ArgumentType.Multiple, HelpText = "Evaluator to use", ShortName = "eval", NullName = "<Auto>", SortOrder = 102, SignatureType = typeof(SignatureMamlEvaluator))]
68[Argument(ArgumentType.Multiple, HelpText = "Output calibrator", ShortName = "cali", NullName = "<None>", SignatureType = typeof(SignatureCalibrator))]
DataLoadSave\Database\DatabaseLoader.cs (3)
242[Argument(ArgumentType.Multiple, HelpText = "Source index range(s) of the column", ShortName = "src")]
248[Argument(ArgumentType.Multiple, HelpText = "For a key column, this defines the range of values", ShortName = "key")]
351[Argument(ArgumentType.Multiple, HelpText = "Column groups. Each group is specified as name:type:numeric-ranges, eg, col=Features:R4:1-17,26,35-40",
DataLoadSave\Text\TextLoader.cs (4)
130[Argument(ArgumentType.Multiple, HelpText = "Source index range(s) of the column", ShortName = "src")]
136[Argument(ArgumentType.Multiple, HelpText = "For a key column, this defines the range of values", ShortName = "key")]
485[Argument(ArgumentType.Multiple, HelpText = "Column groups. Each group is specified as name:type:numeric-ranges, eg, col=Features:R4:1-17,26,35-40",
1293[Argument(ArgumentType.Multiple, SignatureType = typeof(SignatureDataLoader))]
Transforms\NormalizeColumn.cs (3)
173[Argument(ArgumentType.Multiple | ArgumentType.Required, HelpText = "New column definition(s) (optional form: name:src)", Name = "Column", ShortName = "col", SortOrder = 1)]
221[Argument(ArgumentType.Multiple, HelpText = "New column definition(s) (optional form: name:src)", Name = "Column", ShortName = "col", SortOrder = 1)]
229[Argument(ArgumentType.Multiple, HelpText = "New column definition(s) (optional form: name:src)", Name = "Column", ShortName = "col", SortOrder = 1)]
Transforms\RangeFilter.cs (6)
35[Argument(ArgumentType.Multiple | ArgumentType.Required, HelpText = "Column", ShortName = "col", SortOrder = 1, Purpose = SpecialPurpose.ColumnName)]
38[Argument(ArgumentType.Multiple, HelpText = "Minimum value (0 to 1 for key types)")]
41[Argument(ArgumentType.Multiple, HelpText = "Maximum value (0 to 1 for key types)")]
44[Argument(ArgumentType.Multiple, HelpText = "If true, keep the values that fall outside the range.")]
47[Argument(ArgumentType.Multiple, HelpText = "If true, include in the range the values that are equal to min.")]
50[Argument(ArgumentType.Multiple, HelpText = "If true, include in the range the values that are equal to max.")]
Transforms\TrainAndScoreTransformer.cs (6)
36[Argument(ArgumentType.Multiple,
41[Argument(ArgumentType.Multiple, HelpText = "Scorer to use", NullName = "<Auto>", SignatureType = typeof(SignatureDataScorer))]
131[Argument(ArgumentType.Multiple,
149[Argument(ArgumentType.Multiple, HelpText = "Trainer to use", ShortName = "tr", NullName = "<None>", SortOrder = 1, SignatureType = typeof(SignatureTrainer))]
152[Argument(ArgumentType.Multiple, HelpText = "Output calibrator", ShortName = "cali", NullName = "<None>", SignatureType = typeof(SignatureCalibrator))]
158[Argument(ArgumentType.Multiple, HelpText = "Scorer to use", NullName = "<Auto>", SignatureType = typeof(SignatureDataScorer))]
Transforms\TypeConverting.cs (3)
64[Argument(ArgumentType.Multiple, HelpText = "For a key column, this defines the cardinality/count of valid key values", ShortName = "key", Visibility = ArgumentAttribute.VisibilityType.CmdLineOnly)]
132[Argument(ArgumentType.Multiple | ArgumentType.Required, HelpText = "New column definition(s) (optional form: name:type:src)", Name = "Column", ShortName = "col", SortOrder = 1)]
138[Argument(ArgumentType.Multiple, HelpText = "For a key column, this defines the range of values", ShortName = "key", Visibility = ArgumentAttribute.VisibilityType.CmdLineOnly)]