createModel: fit a model

In linxihui/lazyML: Automatic machine learning algorithms and hyper-parameters selection

Description

almost identical to caret::createModel

Usage

createModel(x, y, wts, method, tuneValue, obsLevels, pp = NULL,
  last = FALSE, classProbs, ...)

Arguments

x	Design matrix
y	Response vector
wts	Weights of samples
method	Model information. See getModelInfo
tuneValue	A one row data frame containing tuning parameter values
obsLevels	Class labels for classification
pp	PreProcess object
last	A logical for whether the current fit is the final fit
classProbs	Should classProbs be computed
...	Additional paramters other than tuning parameters passed to model fitting methods

Value

A list of model fitting object and a preProcess object

linxihui/lazyML documentation built on May 21, 2019, 6:39 a.m.