predict.mlr: The function predict.mlr makes predictions for a...

In lmap: Logistic Mapping

The function predict.mlr makes predictions for a test/validation set based on a fitted mlr model

Description

The function predict.mlr makes predictions for a test/validation set based on a fitted mlr model

Usage

## S3 method for class 'mlr'
predict(object, newX, ...)

Arguments

object	An mlr object
newX	An N by P matrix with predictor variables for a test/validation set
...	additional arguments to be passed.

Value

This function returns an object of the class p.mlr with components:

Ghat	Predicted values (probabilities) for the test set

Examples

## Not run: 
data(dataExample_mru)
y = as.matrix(dataExample_mru[ , 1])
X = as.matrix(dataExample_mru[ , 2:6])
output = mlr(y = y, X = X, base = 1)
preds = predict(output, newX = X[1:4, ])

## End(Not run)

lmap documentation built on April 3, 2025, 5:47 p.m.