def __init__(self, cm: "metrics.ConfusionMatrix" = None, window_size=200):
self.window_size = window_size
self._rolling_cm = metrics.Rolling(
metrics.MultiLabelConfusionMatrix() if cm is None else cm,
window_size=self.window_size,
)
super().__init__(cm=self._rolling_cm.metric)
def __init__(self, cm: "metrics.MultiLabelConfusionMatrix" = None):
self.cm = metrics.MultiLabelConfusionMatrix() if cm is None else cm
self.hamming = metrics.Hamming(cm=self.cm)
self.hamming_loss = metrics.HammingLoss(cm=self.cm)
self.jaccard_index = metrics.Jaccard(cm=self.cm)
self.exact_match = metrics.ExactMatch(cm=self.cm)