Why applying Linear Regression to a classification problem often isn't a great idea?
9758
Why do we use GLM?
62703
Is Gradient Boosting Regression Tree able to learn linear models
82239
Accuracy in neural network for regression
125349
Does the cross-entropy cost make sense in the context of regression?
89791
Correlated features produce strange weights in Logistic Regression
99864
Using a regression model to make prediction: When to stop?
115109
Euclidean distance is usually not good for sparse data (and more general case)?
153110
What are the issues with using percentage outcome in linear regression?
75701
Understanding linear regression
14605
Why use gradient descent with neural networks?
24750
Are unbalanced datasets problematic, and (how) does oversampling (purport to) help?
97758
Is using correlation matrix to select predictors for regression correct?
98895
Discriminant analysis vs logistic regression
106004
Linear Regression makes impossible predictions
154994
Violation of linearity assumption in Logistic Regression
41386
Should one be concerned about multi-collinearity when using non-linear models?
110124
When does decision tree perform better than the neural network?