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上面的例子,模型预测的精确率为: $\frac{80}{80 + 30} = \frac{80}{110} = 0.73$ 。
3. **召回率**Recall。召回率用于衡量在所有实际为正类的样本中被模型正确预测为正类的比例通常也被称为查全率或真正例率True Positive Rate
$$
\text{Recall} = \frac{\text{TP}}{\text{TP} + \text{FN}}
$$