6.9.10. scikits.learn.metrics.classification_report

scikits.learn.metrics.classification_report(y_true, y_pred, labels=None, class_names=None)

Build a text report showing the main classification metrics

Parameters :

y_true : array, shape = [n_samples]

true targets

y_pred : array, shape = [n_samples]

estimated targets

labels : array, shape = [n_labels]

optional list of label indices to include in the report

class_names : list of strings

optional display names matching the labels (same order)

Returns :

report : string

Text summary of the precision, recall, f1-score for each class