At which threshold is unbalanced data a problem for a binary classification tree?
23761
When is unbalanced data really a problem in Machine Learning?
111321
When should we discretize/bin continuous independent variables/features and when should not?
47570
Will decision trees perform splitting of nodes by converting categorical values to numerical in practice?
9663
Is it a good practice to always scale/normalize data for machine learning?
77655
Using percentiles as predictors - good idea?
154994
Violation of linearity assumption in Logistic Regression
157694
Hierarchical or TwoStep cluster analysis for binary data?
17834
Calculating the optimal number of bins for severely skewed data
113807
Testing Classification on Oversampled Imbalance Data
98728
Random forest is overfitting?
139640
Bias the classification in logistic regression
77815
Machine Learning with intended missing values
144448
Understanding lack of fit in logistic regression
84407
How to judge if a supervised machine learning model is overfitting or not?
69637
Random Forests and data transformations
12028
Do we have to tune the number of trees in a random forest?
149239
Making a single decision tree from a random forest