Binary classification with imbalanced classes
23761
When is unbalanced data really a problem in Machine Learning?
89791
Correlated features produce strange weights in Logistic Regression
58700
Biased and Efficient estimators
64602
Logistic regression: class probabilities
4337
What balancing method can I apply to an imbalanced data set?
144448
Understanding lack of fit in logistic regression
77590
Highly unbalanced test data set and balanced training data in classification
103456
Non-perpendicular hyperplane decision trees
113807
Testing Classification on Oversampled Imbalance Data
138537
Training N classifiers for N labels vs one classifier with N labels
103651
When should we consider a dataset as imbalanced?
131954
Choosing IRLS over gradient descent in logistic regression
119165
Sentence Classification (Categorization)
139294
Difference in implementation of binary splits in decision trees
103779
Overfitting a logistic regression model
126666
Raw data outperforms Z-score transformed data in SVM classification
89330
Machine Learning - Where is the difference between one-class, binary-class and multinominal-class classification?