An Ensemble Modeling using Random Machines

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Documentation for package ‘randomMachines’ version 0.1.0

Help Pages

bolsafam Bolsa Família Dataset
brier_score Brier Score function
ionosphere Ionosphere Dataset
predict-method Prediction function for the rm_class_model
predict-method Prediction function for the rm_reg_model
predict.rm_class Prediction function for the rm_class_model
predict.rm_reg Prediction function for the rm_reg_model
randomMachines Random Machines
RMSE Root Mean Squared Error (RMSE) Function
rm_class S4 class for RM classification
rm_class-class S4 class for RM classification
rm_reg S4 class for RM regression
rm_reg-class S4 class for RM regression
sim_class Generate a binary classification data set from normal distribution
sim_reg1 Simulation for a regression toy examples from Random Machines Regression 1
sim_reg2 Simulation for a regression toy examples from Random Machines Regression 2
sim_reg3 Simulation for a regression toy examples from Random Machines Regression 3
sim_reg4 Simulation for a regression toy examples from Random Machines Regression 3
sim_reg5 Simulation for a regression toy examples from Random Machines Regression 3
whosale Wholesale Dataset