predict.mlr3superlearner {mlr3superlearner} | R Documentation |
Predict method for mlr3superlearner
object
Description
Predict method for mlr3superlearner
object
Usage
## S3 method for class 'mlr3superlearner'
predict(object, newdata, ...)
Arguments
object |
[ |
newdata |
data [ |
... |
Unused. |
Value
A vector of the predicted values.
See Also
Examples
if (requireNamespace("ranger", quietly = TRUE)) {
n <- 1e3
W <- matrix(rnorm(n*3), ncol = 3)
A <- rbinom(n, 1, 1 / (1 + exp(-(.2*W[,1] - .1*W[,2] + .4*W[,3]))))
Y <- rbinom(n,1, plogis(A + 0.2*W[,1] + 0.1*W[,2] + 0.2*W[,3]^2 ))
tmp <- data.frame(W, A, Y)
fit <- mlr3superlearner(tmp, "Y", c("glm", "ranger"), "binomial")
predict(fit, tmp)
}
[Package mlr3superlearner version 0.1.2 Index]