Metrics¶
-
class
getml.pipeline.
Metrics
(name)[source]¶ Custom class for handling the metrics generated by the pipeline.
Example:
recall, precision = my_pipeline.metrics.precision_recall_curve() fpr, tpr = my_pipeline.metrics.roc_curve()
Methods
lift_curve
([target_num])Returns the data for the lift curve, as displayed in the getML monitor.
precision_recall_curve
([target_num])Returns the data for the precision-recall curve, as displayed in the getML monitor.
roc_curve
([target_num])Returns the data for the ROC curve, as displayed in the getML monitor.