rtemis (version 0.79)

rtModCV-class: rtemis Cross-Validated Supervised Model Class

Description

R6 Class for rtemis Cross-Validated Supervised Models

Usage

rtModCV

Format

An object of class R6ClassGenerator of length 24.

Fields

mod.name

Model (algorithm) name

y.train

Training set y data

y.test

Testing set y data

x.name

Name of x data

y.name

Name of y data

xnames

Character vector: Column names of x

resampler

List of settings for resample. Set using rtset.cv.resample

n.repeats

Integer: Number of repeats. This is the outermost iterator: i.e. You will run resampler this many times.

mod

Trained model

fitted

Fitted values

se.fit

Standard error of the fit

error.train

Training error

predicted

Predicted values

se.prediction

Standard error of the prediction

error.test

Testing error

question

Question the model is hoping to answer

extra

Algorithm-specific output