learn: the ML part

In hestiri/mlho: Machine Learning for Health Outcomes (MLHO)

the ML part

Description

the ML part

Usage

learn(
  data,
  demographics,
  augment = FALSE,
  tst.size = 0.2,
  save.model = FALSE,
  classifier = "glmboost",
  note = "mlho_terst_run",
  aoi,
  multicore = FALSE
)

Arguments

data	the dbmart
demographics	demographics table
augment	if you want to add demographic variables to your model set it to TRUE
tst.size	test/train set ratio – default set at 0.2 (20 percent)
save.model	do you want to save the model?
classifier	the classification algorithm
note	add a descriptive word about your modeling
aoi	outcome of interest
multicore	do you want to parallelize the process?

hestiri/mlho documentation built on March 20, 2023, 11:04 p.m.