mod2obspred {modEvA} | R Documentation |
Extract observed and predicted values from a model object.
Description
This function takes a model object and returns the observed and (optionally) the fitted values in that model.
Usage
mod2obspred(model, obs.only = FALSE)
Arguments
model |
a model object of class "glm", "gam", "gbm", "randomForest" or "bart" from which the response variable and fitted (predicted) values can be extracted. Note that, for "randomForest" models, only the out-of-bag prediction is available from the model object (see |
obs.only |
logical value indicating whether only 'obs' should be obtained (saves computing time when 'pred' not needed – used e.g. by |
Value
A data frame with one column containing the observed and (if obs.only=FALSE, the default) another column containing the predicted values from 'model'.
Author(s)
A. Marcia Barbosa
See Also
Examples
data(rotif.mods)
mod <- rotif.mods$models[[1]]
obspred <- mod2obspred(mod)
head(obspred)