BuildModels: A helper function used by the GetModelComparison function. It...

In orionw/BestModel: A package to run and compare standard machine learning models with easy visualization

Description

A helper function used by the GetModelComparison function. It will take the given inputs and build the models for the ModelComparison object.

Usage

BuildModels(training.data, training.classes, trctrl, tune.length,
  multi.class, build.flags, force.prepared = F)

Arguments

training.data	The training data to build the models.
training.classes	The labels for the training data.
trctrl	The trctrl used for the caret package to train the models.
tune.length	The amound of time to tune to the model. Defaults to 1.
multi.class	A boolean value of whether the model has multiple classification outputs
build.flags	A vector of flags that decide what models to build.
force.prepared	A boolean value describing whether the dataset was forced prepared into one hot encoding for training. Only applicable with categorical data

Value

A vector of the models created.

Examples

# This function is used by GetModelComparison. It's usage is as follows:
# modelVec = BuildModels(training.data, training.classes, trctrl,
#            tune.length, multi.class, build.flags, force.prepared = forced.prepared)

orionw/BestModel documentation built on Aug. 17, 2019, 7:29 p.m.