ensembleTrain: Training ensemble model

Description Usage Arguments Value Examples

View source: R/ensembleTrain.R

Description

Training ensemble model

Usage

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ensembleTrain(mm, train, test, y, emsembleModelTrain, metric, nfolds,
  repeats)

Arguments

mm

A trained object from mm function

train

A training data frame

test

A testing data frame

y

Response variable

emsembleModelTrain

An ensemble model to train from caret model list

metric

A minimization metric for training. If not mentioned, for regression RMSE and for classification Kappa value will be used.

nfolds

Number of kfolds for cross validation. By default, 5 will be used.

repeats

Number of repeats for cross validation. By default, 5 will be used.

Value

confusion matrix of ensemble model and returns ensemble model

Examples

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# data("iris")
# ensembleTrain(mm, train = iris, test = iris, y = "Species"
#                , emsembleModelTrain = "C5.0")

nagdevAmruthnath/EnsembleML documentation built on Nov. 5, 2019, 2:20 p.m.