predict.quantregForest {quantregForest} | R Documentation |
Prediction of test data with Quantile Regression Forests
## S3 method for class 'quantregForest': predict(object, newdata = NULL, quantiles = c(0.1, 0.5, 0.9), ...)
object |
An object of class quantregForest |
newdata |
A data frame or matrix containing new data. If
not given, the out-of-bag prediction in object is returned |
quantiles |
A vector of quantiles (with numerical values in [0,1]) for which the quantile estimates should be returned |
... |
Further arguments (not in use in the current version) |
A matrix. The first column contains the conditional quantile estimates
for the first entry in the vector quantiles
, the second column
contains the estimates for the second entry of quantiles
and so
on.
Nicolai Meinshausen
N. Meinshausen (2006) "Quantile Regression Forests", Journal of Machine Learning Research 7, 983-999 http://jmlr.csail.mit.edu/papers/v7/
quantregForest
for fitting Quantile Regression Forests