regrank.stats.CrossValidation

class regrank.stats.CrossValidation(g, n_folds=5, n_subfolds=4, n_reps=3, seed=42, **kwargs)

__init__(g, n_folds=5, n_subfolds=4, n_reps=3, seed=42, **kwargs) → None

Methods

__init__(g[, n_folds, n_subfolds, n_reps, seed])
gen_all_train_validate_splits()
gen_train_validate_splits(subgraph[, seed])
get_cv_realization(graph, n_splits[, seed])
train_and_validate(model, fold_id[, params, ...])