How to fit Decision Tree classifier for highly imbalanced response variable?
66215
Training a decision tree against unbalanced data
127708
Rolling analysis with out-of sample
147303
t-test on highly skewed data
79498
Best methods to solve class imbalance problem and why?
109407
ROC curve and confusion matrix in classifier performance evaluation
24750
Are unbalanced datasets problematic, and (how) does oversampling (purport to) help?
141640
Sklearn - Choosing the right model for supervised learning/classification task
42256
Binary classification with strongly unbalanced classes
110124
When does decision tree perform better than the neural network?
110031
How to threshold multiclass probability prediction to get confusion matrix?
125336
What is the form of data used for prediction with generalized stacking ensemble?
84407
How to judge if a supervised machine learning model is overfitting or not?
118742
How is a splitting point chosen for continuous variables in decision trees?
32234
Reference for random forests
151342
Is there an optimal loss function for dealing with imbalanced classes?
147006
Consequences of unbalanced subgroups of categorical variables in logistic regression?
49421
Can a decision in a node of a decision tree be based on comparison between 2 columns of the dataset?