What types of situations would linear regression outperform randomforest?
2883
Can Tree-based regression perform worse than plain linear regression?
90482
Random forest regression not predicting higher than training data
131097
Checking residuals for normality in generalised linear models
107315
Does random forest need input variables to be scaled or centered?
95663
How to interpret Mean Decrease in Accuracy and Mean Decrease GINI in Random Forest models
85976
Implementing linear regression with standardization
62703
Is Gradient Boosting Regression Tree able to learn linear models
132450
What is wrong with the linear regression variance estimator when p+1>n?
69831
Obtaining knowledge from a random forest
12416
Random Forest mtry Question
33067
Testing nonlinearity in logistic regression (or other forms of regression)
94798
Assumptions of linear regression
121252
Interpreting output of importance of a random forest object in R
66209
What is the equation for random forest?
88611
How are Random Forests not sensitive to outliers?
145195
Do the predictions of a Random Forest model have a prediction interval?
156297
Why are the Least-Squares and Maximum-Likelihood methods of regression not equivalent when the errors are not normally distributed?