MTPS (version 1.0.2)

predict.multiFit: Make predictions for multiple outcomes

Description

This function makes predictions from a multiFit object.

Usage

# S3 method for multiFit
predict(object, newdata, ...)

Value

The predicted value from new predictors.

Arguments

object

A fitted object from "multiFit"

newdata

Matrix of new predictors at which predictions are to be made

...

additional arguments affecting the predictions produced

Examples

data("HIV")
set.seed(1)
xmat <- as.matrix(XX)
ymat <- as.matrix(YY)
id <- createFolds(rowMeans(XX), k=5, list=FALSE)
training.id <- id != 1
y.train <- ymat[training.id, ]
y.test  <- ymat[!training.id, ]
x.train <- xmat[training.id, ]
x.test  <- xmat[!training.id, ]
fit <- multiFit(xmat = x.train, ymat = y.train,
                method = rpart1, family = "gaussian")
predict(fit, x.test)