ml_utils.rst

Machine learning utilities

.. automodule:: pyllars.ml_utils
    :noindex:

.. currentmodule::  pyllars.ml_utils

Creating and managing cross-validation

.. autosummary::
    get_cv_folds
    get_train_val_test_splits
    get_fold_data

Evaluating results

.. autosummary::
    collect_binary_classification_metrics
    collect_multiclass_classification_metrics
    collect_regression_metrics
    calc_hand_and_till_m_score
    calc_provost_and_domingos_auc

Data structures

.. autosummary::
    fold_data
    split_masks

Definitions

.. automodule:: pyllars.ml_utils
    :members:
    :private-members:
    :exclude-members: fold_data, split_masks

.. autoclass:: fold_data

.. autoclass:: split_masks