confusion: rjungle

In jkruppa/Rjungle: Random Jungle in R

Description

In case of regression tasks confusion returns the total sum of squares (SS), the SS of residuals and predictor, the prediction accuracy estimate and the and the error estimate.

Usage

  confusion(rj, printOnly = FALSE, confusionTable = FALSE,
    ...)

Arguments

rj	An object of class rjungle.
printOnly	If TRUE, confusion information is printed to the screen when rjungle was used for regression tasks. If FALSE (default), A vector with 5 elemnts is returned.
confusionTable	The confusion table in case of classification tasks.
...	Further arguments; not used at the moment.

Details

add here more detail information

Value

For regression tasks either NULL or a vector with elements SS_Residual, SS_Total, SS_Predictor = SS_Total - SS_Residual, Accuracy Estimate = SS_Predictor/SS_Total and Error Estimate = 1 - Accuracy Estimate

Author(s)

Daniel F. Schwarz with modifications by Andreas Bender and Jochen Kruppa

References

www.randomjungle.de

See Also

rjungle, importance

jkruppa/Rjungle documentation built on May 19, 2019, 12:45 p.m.