# mmcls.evaluation¶

This package includes metrics and evaluators for classification tasks.

mmcls.evaluation

## Single Label Metric¶

 Accuracy Accuracy evaluation metric. SingleLabelMetric A collection of precision, recall, f1-score and support for single-label tasks.

## Multi Label Metric¶

 AveragePrecision Calculate the average precision with respect of classes. MultiLabelMetric A collection of precision, recall, f1-score and support for multi-label tasks. VOCAveragePrecision Calculate the average precision with respect of classes for VOC dataset. VOCMultiLabelMetric A collection of metrics for multi-label multi-class classification task based on confusion matrix for VOC dataset.