Real life class imbalance
23761
When is unbalanced data really a problem in Machine Learning?
124953
A loss and gain problem
40442
Is up- or down-sampling imbalanced data actually that effective? Why?
29032
Classes. What's the point?
129169
Transforming positively skewed data with positive and negative values
80712
Are we living in a simulation? The evidence
4337
What balancing method can I apply to an imbalanced data set?
26149
Logistic regression vs. LDA as two-class classifiers
156500
SVM for unbalanced data
91880
Suggestions for cost-sensitive learning in a highly imbalanced setting
6714
What is the root cause of the class imbalance problem?
89330
Machine Learning - Where is the difference between one-class, binary-class and multinominal-class classification?
136739
Machine learning courses: maths explained
127435
Estimating parameters of Student's t-distribution
24750
Are unbalanced datasets problematic, and (how) does oversampling (purport to) help?
58700
Biased and Efficient estimators
67243
Applications for the class equation from group theory