Comparing Knime and R: Simple Random Forest

Knime Workflow Translate it to R! Load Packages Load Data Stratified sampling Random Forest classification model in R Define and run Random Forest classification model Define learner (model) Define recipe Put workflow together Fit the model to the train data OOB results Model results in test data Multiclass accuracy ROC Confusion Matrix Random Forest regression model in R Define and run the model Update model to regression Define recipe Put workflow together OOB results Model results in test data Variabble importance Collect performance metrics Knime Workflow Consider this Knime …