EffectiveDimension.get_effective_dimension

EffectiveDimension.get_effective_dimension(dataset_size)[source]

This method computes the effective dimension for a dataset of size dataset_size. If an array is passed, then effective dimension computed for each value in the array.

Paramètres:

dataset_size (List[int] | ndarray | int) – array of data sizes or a single integer value.

Renvoie:

array of effective dimensions for each dataset size in num_data.

Type renvoyé:

effective_dim