Understanding random forests with randomForestExplainer2 years ago
Introduction | Data and forest | Distribution of minimal depth | Various variable importance measures | Multi-way importance plot | Compare measures using ggpairs | Compare different rankings | Variable interactions | Conditional minimal depth | Prediction of the forest on a grid | Explain the forest
randomForestExplainer 0.11.0Aleksandra PaluszyńskarandomForestExplainer.Rmd