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TextReference manual: mllrnrs.html , mllrnrs.pdf Vignettes: glmnet: Binary Classification ( source , R code ) glmnet: Multiclass Classification ( source , R code ) glmnet: Regression ( source , R code ) lightgbm: Binary Classification ( source , R code ) lightgbm: Multiclass Classification ( source , R code ) lightgbm: Regression ( source , R code ) ranger: Binary Classification ( source , R code ) ranger: Multiclass Classification ( source , R code ) ranger: Regression ( source , R code ) xgboost: Binary Classification ( source , R code ) xgboost: Multiclass Classification ( source , R code ) xgboost: Regression ( source , R code )