How to bias a classifier for a particular class
91880
Suggestions for cost-sensitive learning in a highly imbalanced setting
103779
Overfitting a logistic regression model
110031
How to threshold multiclass probability prediction to get confusion matrix?
94048
ROC vs Precision-recall curves on imbalanced dataset
42256
Binary classification with strongly unbalanced classes
39736
Regularization methods for logistic regression
92215
Relationship between logistic regression and Softmax Regression with 2 classes
103820
Why is AUC higher for a classifier that is less accurate than for one that is more accurate?
20173
hard voting, soft voting in ensemble based methods
42624
Class imbalance strategies
3980
Reduce Classification Probability Threshold
79498
Best methods to solve class imbalance problem and why?
156676
How to compare features and classifiers which achieve perfect accuracy?
40442
Is up- or down-sampling imbalanced data actually that effective? Why?
28164
Statistical significance (p-value) for comparing two classifiers with respect to (mean) ROC AUC, sensitivity and specificity
146981
Using Softmax activation function for multi-class classification
115455
What is the correct way to use train, validation and test set when comparing classifiers?