On the application of ROC Analysis to Predict Classification Performance Under Varying Class Distributions.
We counsel caution in the application of ROC analysis for prediction of classifier performance under varying class distributions. We argue that it is not reasonable to expect ROC analysis to provide accurate prediction of model performance under varying distributions if the classes contain causally...
| -д хэвлэсэн: | Machine learning. 58, 1 (2005). |
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| Үндсэн зохиолч: | |
| Формат: | Өгүүллэг |
| Хэл сонгох: | англи |
| Нөхцлүүд: |