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02_精确度,召回率,真阳性,假阳性

作者:互联网

 

1)  精确度( precision ):TP / ( TP+FP ) = TP / P  

2)  召回率(recall):TP / (TP + FN ) = TP / T

3)  真阳性率(True positive rate):TPR = TP / ( TP+FN ) = TP / T  (敏感性 sensitivity)

4)  假阳性率(False positive rate):FPR = FP / ( FP + TN ) = FP / F  (特异性:specificity)

5)  准确率(Accuracy):Acc = ( TP + TN ) / ( P +N )

6)  F-measure:2*recall*precision / ( recall + precision )

7)  ROC曲线:FPR为横坐标,TPR为纵坐标

8)  PR曲线:recall为横坐标,precision 为纵坐标

标签:02,FP,recall,precision,TP,rate,精确度,阳性,FN
来源: https://www.cnblogs.com/pengzhonglian/p/12248172.html