Description Usage Arguments Details Value Author(s) See Also Examples
View source: R/predict.subsemble.R
Obtains predictions on a new data set from a subsemble
fit. May require the original data, X
, if one of the learner algorithms uses the original data in its predict method.
1 2 |
object |
An object of class 'subsemble', which is returned from the |
newx |
The predictor variables for a new (testing) data set. The structure should match |
x |
Original data set used to fit |
y |
Original outcome used to fit |
... |
Additional arguments passed to the |
If newx
is omitted, the predicted values from object
are returned. The learner
algorithm needs to have a corresponding prediction function with “predict” prefixed onto the algorithm name (e.g. predict.SL.glm
for SL.glm
). This should be taken care of by the SuperLearner
package.
pred |
Predicted values from subsemble fit. |
subpred |
A data.frame with the predicted values from each sublearner algorithm for the rows in |
Erin LeDell oss@ledell.org
1 | # See subsemble() function documentation for an example.
|
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