ROC vs. Accuracy
101939
Advantages of ROC curves
135987
Better accuracy with validation set than test set
109407
ROC curve and confusion matrix in classifier performance evaluation
579
Deterministic nonces in CTR mode
130691
Compare classifiers based on AUROC or accuracy?
84407
How to judge if a supervised machine learning model is overfitting or not?
75304
Determine how good an AUC is (Area under the Curve of ROC)
113178
How is the optimal probability cut-off in a ROC defined by the R package Epi?
68925
Varying behavior for possible loss of precision
18489
How can I determine accuracy of past probability calculations?
13657
Cross Validation Vs Train Validation Test
43277
Confused by (apparent) inconsistent precision
85497
Parametric vs non-parametric machine learning methods
111321
When should we discretize/bin continuous independent variables/features and when should not?
115455
What is the correct way to use train, validation and test set when comparing classifiers?
49594
Measuring accuracy of a logistic regression-based model
20531
Why is accuracy not the best measure for assessing classification models?