the ML part

Source: R/learn.R

the ML part

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?