Merge pull request #323 from CoderOverflow/patch-8

2.16.14 如何计算AUC? 内容修订
This commit is contained in:
scutan90 2019-04-09 18:44:42 +08:00 committed by GitHub
commit 6fa889a98f
No known key found for this signature in database
GPG Key ID: 4AEE18F83AFDEB23
1 changed files with 2 additions and 2 deletions

View File

@ -1243,8 +1243,8 @@ scores = [0.1, 0.4, 0.35, 0.8]y_true = [0, 0, 1, 1]y_pred = [0, 0, 0, 1]
TPR = TP/(TP+FN) = 0.5 FPR = FP/(TN+FP) = 0
4、根据TPR、FPR值以FPR为横轴TPR为纵轴画图。
### 2.16.14 如何计算Auc
- 将坐标点按照横FPR排序 。
### 2.16.14 如何计算AUC
- 将坐标点按照横坐标FPR排序 。
- 计算第$i$个坐标点和第$i+1$个坐标点的间距$dx$ 。
- 获取第$i$(或者$i+1$个坐标点的纵坐标y。
- 计算面积微元$ds=ydx$。