summary.epcreg {EnsemblePCReg} | R Documentation |
epcreg
model
Summary function for epcreg
model
## S3 method for class 'epcreg' summary(object, ...)
object |
Object of class |
... |
Arguments passed to/from other functions. |
A list with the following elements:
n.instance |
Number of base learner instances used in training the model. |
maxpc |
Maximum number of PC's considered in PCR-based integration of base learners. |
index.min |
Optimal number of PC's, i.e. what minimizes the CV error. |
error.min |
Minimum CV error in PCR-based integration, corresponding to |
tvec |
Vector of task lengths for each base learner instance. This can be passed to |
Mansour T.A. Sharabiani, Alireza S. Mahani