aligned.split_strategy.TrainTestValidateSet

class documentation

class TrainTestValidateSet(Generic[DatasetType]): (source)

Constructor: TrainTestValidateSet(data, entity_columns, features, target, ...)

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Method	`__init__`	Undocumented
Instance Variable	`data`	Undocumented
Instance Variable	`entity_columns`	Undocumented
Instance Variable	`event_timestamp_column`	Undocumented
Instance Variable	`feature_columns`	Undocumented
Instance Variable	`target_columns`	Undocumented
Instance Variable	`test_index`	Undocumented
Instance Variable	`train_index`	Undocumented
Instance Variable	`validate_index`	Undocumented
Property	`input`	Undocumented
Property	`labels`	Undocumented
Property	`sorted_features`	Undocumented
Property	`test`	Undocumented
Property	`test_input`	Undocumented
Property	`test_target`	Undocumented
Property	`train`	Undocumented
Property	`train_input`	Undocumented
Property	`train_target`	Undocumented
Property	`validate`	Undocumented
Property	`validate_input`	Undocumented
Property	`validate_target`	Undocumented

def __init__(self, data: DatasetType, entity_columns: set[str], features: set[str], target: set[str], train_index: pd.Index, test_index: pd.Index, validate_index: pd.Index, event_timestamp_column: str | None): (source) ¶

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data: DatasetType = (source) ¶

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entity_columns: set[str] = (source) ¶

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event_timestamp_column: str | None = (source) ¶

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feature_columns: set[str] = (source) ¶

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target_columns: set[str] = (source) ¶

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test_index: pd.Index = (source) ¶