predict.multiFit {MTPS} | R Documentation |
Make predictions for multiple outcomes
Description
This function makes predictions from a multiFit object.
Usage
## S3 method for class 'multiFit'
predict(object, newdata, ...)
Arguments
object |
A fitted object from |
newdata |
Matrix of new predictors at which predictions are to be made |
... |
additional arguments affecting the predictions produced |
Value
The predicted value from new predictors.
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)
[Package MTPS version 1.0.2 Index]