summary.intsearch: Summary results

In zhizuio/mixlasso: Mix lasso models

Summary results

Description

Summarize the results from the oject of epsgo.

Usage

## S3 method for class 'intsearch'
summary(
  object,
  digits = max(3, getOption("digits") - 3),
  verbose = TRUE,
  first.n = 5,
  ...
)

Details

mixlasso

Value

An object with list "summary.intsearch"

info	the visited points of alpha, lambda, ipf and their resulting deviance and selected number of features
opt.alpha	the optimized alpha
opt.lambda	the optimized (first) lambda
opt.ipf	the optimized penalty factors
opt.model	the optimized model

alpha the optimzed alpha

lambda the optimzed (first) lambda

ipf the optimzed penalty factors

p a vector of the numbers of features from multiple data sources

nfolds number of folds used for the cross-validation

cvreg the cross-validation results

zhizuio/mixlasso documentation built on March 21, 2022, 1:07 a.m.