How-To
Random ForestsĀ® Regression
Before you start
Overview
Data considerations
Example
Example of prediction
Perform the analysis
Enter your data
Specify the validation method
Select the options
Select the graphs to display
Select the results to display
Store statistics
Predict new results
Predict new results
Select the prediction results to display
Store prediction statistics
Interpret the results
Method table
Response information table
Optimization of hyperparameters
R-squared vs number of trees plot
Model summary table
Relative variable importance chart
Scatterplot of response fits vs actual values
Percent of error statistics
Boxplot of residuals
Prediction table
Methods and formulas
Methods
Response information
Model summary
Percent of error statistics