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randomForest: Breiman and Cutler's Random Forests for ...
cran.r-project.orgRegression Version 4.7-1 Date 2022-01-24 Depends R (>= 4.1.0), stats Suggests RColorBrewer, MASS Author Fortran original by Leo Breiman and Adele Cutler, R port by Andy Liaw and Matthew Wiener. Description Classification and regression based on …
Classification and Regression by randomForest
cogns.northwestern.eduType of random forest: regression Number of trees: 500 No. of variables tried at each split: 4 Mean of squared residuals: 10.64615 %Varexplained:87.39 The “mean of squared residuals” is computed as MSE OOB = n−1 n ∑ 1 {y i − yˆOOB i} 2, where yˆOOB i is the average of the OOB predictions for the ith observation. The “percent ...