summary.bigKRLS_CV: summary.bigKRLS_CV

In bigKRLS: Optimized Kernel Regularized Least Squares

Description

Summary function for bigKRLS crossvalidated output.

Usage

## S3 method for class 'bigKRLS_CV'
summary(object, ...)

Arguments

object	bigKRLS_CV output.
...	Additional parameters to be passed to summary() for the training model(s). For example, summary(cv, digits = 3). See ?bigKRLS.summary for details.

Examples

# y <- as.matrix(ChickWeight$weight)
# X <- matrix(cbind(ChickWeight$Time, ChickWeight$Diet == 1), ncol = 2)

# cv.out <- crossvalidate.bigKRLS(y, X, seed = 123, ptesting = 20)
# summary(cv.out)

# cv <- summary(cv.out, labs = c("Alpha", "Beta", "Gamma", "Delta", "Epsilon"))
# cv$training.ttests

# kcv.out <- crossvalidate.bigKRLS(y, X, seed = 123, Kfolds = 3)
# summary(kcv.out)  
        
# kcv <- summary(kcv.out) 
# kcv$overview
# kcv$training2.ttests

bigKRLS documentation built on Aug. 3, 2019, 1:02 a.m.