GetWeightsFromTestingSet: A helper function used by the GetModelWeights 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 GetModelWeights function. It uses the given data to predict and pull the metric from the data.

Usage

GetWeightsFromTestingSet(ensemble, df.train, test.set, train.type)

Arguments

ensemble	The training data to build the models.
df.train	The predictions of the model, given in DataFrame format.
test.set	The data test set so that metrics can be calculated.
train.type	The metric to be used in getting model weights. We pull this metric from the confusion matrix.

Value

A vector containg weights for the Ensemble's models.

Examples

# This function is used by Ensemble. It's usage is as follows:
# return(GetWeightsFromTestingSet(ensemble, weights, test.set, train.type))

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