fit_ranger_RF: Fit a random forest model

In lorecatta/DENVfoiMap: Runs the analysis of the paper on global dengue FOI mapping and prediction of intervention impact

Fit a random forest model

Description

The function fits a random forest model using ranger.

Usage

fit_ranger_RF(parms, dependent_variable, covariates_names,
  training_dataset, my_weights)

Arguments

parms	list of user-defined parameters.
dependent_variable	character string of the fitted response variable (FOI).
covariates_names	character vector of covariates names.
training_dataset	a dataframe of the dataset used for model training.
my_weights	character string of the name of the column of training dataset with case weights.

Value

the random forest model object returned by ranger

lorecatta/DENVfoiMap documentation built on April 1, 2022, 4:05 p.m.