class |
AbstractSplitGenerator |
Ancestor for helper classes that generates dataset splits.
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class |
BestBinnedNumericClassRandomSplitGenerator |
Picks the best binning algorithm from the provided ones.
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class |
BinnedNumericClassCrossValidationFoldGenerator |
Helper class for generating cross-validation folds.
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class |
BinnedNumericClassRandomSplitGenerator |
Generates random splits of datasets with numeric classes using a binning algorithm.
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class |
DefaultCrossValidationFoldGenerator |
Helper class for generating cross-validation folds.
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class |
DefaultRandomSplitGenerator |
Generates random splits of datasets.
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class |
GroupedBinnedNumericClassCrossValidationFoldGenerator |
Helper class for generating cross-validation folds.
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class |
GroupedBinnedNumericClassRandomSplitGenerator |
Generates random splits of datasets with numeric classes using a binning algorithm.
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class |
GroupedCrossValidationFoldGenerator |
Helper class for generating cross-validation folds.
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class |
GroupedCrossValidationFoldGeneratorUsingNumericClassValues |
Helper class for generating cross-validation folds.
Uses the string representation of the numeric class values as grouping.
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class |
GroupedRandomSplitGenerator |
Generates random splits of datasets, making sure that groups of instances
stay together (identified via a regexp).
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class |
LeaveOneOutByValueGenerator |
Generates train/test split pairs using the unique values from the specified attribute.
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class |
MultiLevelSplitGenerator |
Generates splits based on groups extracted via regular expressions.
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