How does colinearity among the features impact classification problem in a) Logistic Regression b) Tree models like Decision Tree or Random Forest?
51084
Won't highly-correlated variables in random forest distort accuracy and feature-selection?
142784
For linear classifiers, do larger coefficients imply more important features?
104182
regression for binary classification
132787
How does outlier impact logistic regression?
1590
Why not approach classification through regression?
141082
How Conditional Random Fields and Logistic Regression could be the same?
57060
Is normalizing the features always good for classification?
2074
Multinomial logistic regression vs one-vs-rest binary logistic regression
35937
Softmax vs Sigmoid function in Logistic classifier?
17254
Why use logistic regression instead of SVM?
98728
Random forest is overfitting?
15668
Are numerical variables must for random forest algorithm?
13076
Is random forest a boosting algorithm?
30316
Output of Logistic Regression Prediction
132761
independent variables in Random forest model
62703
Is Gradient Boosting Regression Tree able to learn linear models
22364
What is the purpose of using a decision tree?