SToG.datasets

Dataset loading utilities.

Classes

DatasetLoader()

Load and prepare datasets for benchmarking.
class SToG.datasets.DatasetLoader[source]

Bases: object

Load and prepare datasets for benchmarking.

static load_breast_cancer()[source]

Load breast cancer dataset.

Returns:

Dictionary with dataset information

static load_wine()[source]

Load wine dataset.

Returns:

Dictionary with dataset information

static create_synthetic_high_dim()[source]

Create synthetic high-dimensional dataset (MADELON-like).

Returns:

Dictionary with dataset information

static create_synthetic_correlated()[source]

Create synthetic dataset with correlated features.

Returns:

Dictionary with dataset information