1 Dataset | 2 Random forest regression model | 3 Calculate Partial Dependence Profiles | 4 Calculate measure of global variable importance | 5 Comparison of the importance of variables for two or more models

1 Dataset | 2 Random forest regression model | 3 New observation | 4 Calculate Ceteris Paribus profiles | 5 Calculate measure of local variable importance | 6 Comparison of two or more methods of calculating the importance of variables | 7 Comparison of the importance of variables for two or more models