actsnclass.get_snpcc_metric¶
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actsnclass.
get_snpcc_metric
(label_pred: list, label_true: list, ia_flag=1, wpenalty=3)¶ Calculate the metric parameters used in the SNPCC.
Parameters: - label_pred (list) – Predicted labels
- label_true (list) – True labels
- ia_flag (bool (optional)) – Flag used to identify Ia objects. Default is 1.
- wpenalty (float) – Weight given for non-Ias wrongly classified.
Returns: - metric_names (list) – Name of elements in metrics: [accuracy, eff, purity, fom]
- metric_values (list) – list of calculated metrics values for each element