kosmos.ml.datasets.digits_dataset

Classes

class DigitsDataset(*, min_max_scaler: bool = True)

Bases: kosmos.ml.datasets.dataset.SLDataset

Digits dataset for multiclass classification.

Notes

• Number of instances: 1797

• Number of features: 64 numeric

• Classes: 10 (roughly balanced, digits 0-9)

References

• Scikit-Learn: Digits dataset (8x8 images of handwritten digits) https://scikit-learn.org/stable/modules/generated/sklearn.datasets.load_digits.html

Initialize the dataset.

Parameters:

min_max_scaler (bool) – Whether to apply min-max scaling to the features.

Properties

property class_names

Return human-readable class labels of numbers 0-9.

property input_dimension

Number of feature columns.

property output_dim

Number of distinct classes.