How to cope with class over-representation
8922
Opinions about Oversampling in general, and the SMOTE algorithm in particular
141640
Sklearn - Choosing the right model for supervised learning/classification task
12804
10 class problems with 324 features - am I recognition class based on multiple features, class based on the pattern of one feature?
121682
Standardize Training and Validation Data
153216
How to return different classes from one function?
15951
Most efficient implementation of a large number class
102983
(Why) do overfitted models tend to have large coefficients?
123322
How to make Random Forests more interpretable?
25399
Predicting with both continuous and categorical features
115597
Almost universal class
85338
Equivalence relations on classes instead of sets
145064
Techniques to detect overfitting
138537
Training N classifiers for N labels vs one classifier with N labels
24750
Are unbalanced datasets problematic, and (how) does oversampling (purport to) help?
6024
How to deal with hierarchical / nested data in machine learning
116610
Filtering and Replacing outliers
48400
How to compute precision/recall for multiclass-multilabel classification?