DummyIterator

class lightautoml.validation.base.DummyIterator(train)

Bases: TrainValidIterator

Simple Iterator which use train data as validation.

__init__(train)

Create iterator. WARNING: validation on train.

Parameters:

train (TypeVar(Dataset, bound= LAMLDataset)) – Train dataset.

get_validation_data()

Just get validation sample.

Return type:

TypeVar(Dataset, bound= LAMLDataset)

Returns:

Whole train dataset.

convert_to_holdout_iterator()

Convert iterator to hold-out-iterator.

Returns:

Holdout iterator with 'train == valid'.

Return type:

iterator