actsnclass.get_snpcc_metric

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