Metrics for unbalanced classes
20531
Why is accuracy not the best measure for assessing classification models?
36566
Equivalence classes and metric spaces
109407
ROC curve and confusion matrix in classifier performance evaluation
129169
Transforming positively skewed data with positive and negative values
123751
Restrictions on the use of universal generalization
81918
Multicollinearity in Decision Tree
147006
Consequences of unbalanced subgroups of categorical variables in logistic regression?
121419
How to plot ROC curves in multiclass classification?
97516
Evaluating logistic regression and interpretation of Hosmer-Lemeshow Goodness of Fit
29146
A comparison between Grade, Mark, Score and Point
71079
Big class decomposition in Java
31300
Does an unbalanced sample matter when doing logistic regression?
80251
Compare classification performance of two heuristics
86800
Unsupervised learning for anomaly detection
67179
AUC and class imbalance in training/test dataset
25745
How do you calculate precision and recall for multiclass classification using confusion matrix?
130691
Compare classifiers based on AUROC or accuracy?