tpcp.validate: Validation helper

Module for all helper methods to evaluate algorithms.

Classes

Scorer(score_func, *[, single_score_callback])	A scorer to score multiple data points of a dataset and average the results.
NoAgg(_value)	Wrapper to wrap one or multiple output values of a scorer to prevent aggregation of these values.

Functions

cross_validate(optimizable, dataset, *[, ...])	Evaluate a pipeline on a dataset using cross validation.
aggregate_scores()	Invert result dict of and apply aggregation method to each score output.