predict.pmoe: Predict Penalized Mixtures of Experts

Description Usage Arguments Value

Description

Predict penalized mixtures of experts.

Usage

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## S3 method for class 'pmoe'
predict(object, newdata, ...)

Arguments

object

An object of class "pmoe".

newdata

New data to be predicted. A data.frame of cases to be classified or, if object has a formula, a data.frame with columns of the same names as the variables used. A vector will be interpreted as a row vector.

...

Further arguments. Currently unused.

Value

A list with components:

class

The predicted class labels (a factor).

posterior

Matrix of class posterior probabilities.

gating

Matrix of gating probabilities.

experts

Matrix of class posterior probabilities from individual experts.


schiffner/pmoe documentation built on May 29, 2019, 3:39 p.m.