ML: ML model

In targeted: Targeted Inference

ML model

Description

Wrapper for ml_model

Usage

ML(formula, model = "glm", ...)

Arguments

formula	formula
model	model (sl, rf, pf, glm, ...)
...	additional arguments to model object

Details

model 'sl' (SuperLearner::SuperLearner) args: SL.library, cvControl, f<aamily, method example:

model 'grf' (grf::regression_forest) args: num.trees, mtry, sample.weights, sample.fraction, min.node.size, ... example:

model 'grf.binary' (grf::probability_forest) args: num.trees, mtry, sample.weights, ... example:

model 'glm' args: family, weights, offset, ...

targeted documentation built on May 29, 2024, 2:08 a.m.