How do we go about imbalanced data for prediction problem?
42624
Class imbalance strategies
14
How to know that your machine learning problem is hopeless?
34133
Mann-Whitney-Wilcoxon Test on highly unbalanced groups.
36580
Outlier Detection on skewed Distributions
40442
Is up- or down-sampling imbalanced data actually that effective? Why?
20173
hard voting, soft voting in ensemble based methods
94509
Statistical methods for data where only a minimum/maximum value is known
77655
Using percentiles as predictors - good idea?
77590
Highly unbalanced test data set and balanced training data in classification
81918
Multicollinearity in Decision Tree
123307
Ideas for outputting a prediction equation for Random Forests
104182
regression for binary classification
16523
How to compute classification accuracy of PCA?
24750
Are unbalanced datasets problematic, and (how) does oversampling (purport to) help?
79498
Best methods to solve class imbalance problem and why?
141640
Sklearn - Choosing the right model for supervised learning/classification task
17469
weighted cross entropy for imbalanced dataset - multiclass classification