summit.multiview_platform.metrics package

Submodules

summit.multiview_platform.metrics.accuracy_score module

Functions : score: to get the accuracy score get_scorer: returns a sklearn scorer for grid search

get_config(**kwargs)

get_scorer(**kwargs)

Keyword Arguments: “0”: weights to compute accuracy

Returns: A weighted sklearn scorer for accuracy

score(y_true, y_pred, multiclass=False, **kwargs)

Arguments: y_true: real labels y_pred: predicted labels

Keyword Arguments: “0”: weights to compute accuracy

Returns: Weighted accuracy score for y_true, y_pred

summit.multiview_platform.metrics.f1_score module

Functions : score: to get the f1 score get_scorer: returns a sklearn scorer for grid search

get_config(average='micro', **kwargs)

get_scorer(average='micro', **kwargs)

score(y_true, y_pred, multiclass=True, average='micro', **kwargs)

summit.multiview_platform.metrics.fbeta_score module

get_config(beta=2.0, average='micro', **kwargs)

get_scorer(beta=2.0, average='micro', **kwargs)

score(y_true, y_pred, beta=2.0, average='micro', **kwargs)

summit.multiview_platform.metrics.hamming_loss module

get_config(**kwargs)

get_scorer(**kwargs)

score(y_true, y_pred, multiclass=False, **kwargs)

summit.multiview_platform.metrics.jaccard_score module

get_config(**kwargs)

get_scorer(**kwargs)

score(y_true, y_pred, multiclass=False, **kwargs)

summit.multiview_platform.metrics.log_loss module

get_config(**kwargs)

get_scorer(**kwargs)

score(y_true, y_pred, multiclass=False, **kwargs)

summit.multiview_platform.metrics.matthews_corrcoef module

get_config(**kwargs)

get_scorer(**kwargs)

score(y_true, y_pred, multiclass=False, **kwargs)

summit.multiview_platform.metrics.precision_score module

get_config(average='micro', **kwargs)

get_scorer(average='micro', **kwargs)

score(y_true, y_pred, average='micro', multiclass=False, **kwargs)

summit.multiview_platform.metrics.recall_score module

get_config(average='micro', **kwargs)

get_scorer(average='micro', **kwargs)

score(y_true, y_pred, average='micro', **kwargs)

summit.multiview_platform.metrics.roc_auc_score module

get_config(**kwargs)

get_scorer(**kwargs)

score(y_true, y_pred, multiclass=False, **kwargs)

summit.multiview_platform.metrics.zero_one_loss module

get_config(**kwargs)

get_scorer(**kwargs)

score(y_true, y_pred, multiclass=False, **kwargs)

Module contents