5.5. UCTB.evaluation package¶
5.5.1. UCTB.evaluation.metric module¶
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UCTB.evaluation.metric.
mape
(prediction, target, threshold=0)¶ - Parameters
prediction (ndarray) – prediction with shape [batch_size, …]
target (ndarray) – same shape with prediction, [batch_size, …]
threshold (float) – data smaller than threshold in target will be removed in computing the mape, the smallest threshold in mape is zero.
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UCTB.evaluation.metric.
rmse
(prediction, target, threshold=None)¶ - Parameters
prediction (ndarray) – prediction with shape [batch_size, …]
target (ndarray) – same shape with prediction, [batch_size, …]
threshold (float) – data smaller or equal to threshold in target will be removed in computing the rmse