Closed dmolitor closed 2 years ago
The promised reprex:
library(bolasso)
#> Loading required package: Matrix
library(future)
plan("multisession")
data(PimaIndiansDiabetes, package = "mlbench")
model <- bolasso(
diabetes ~ .,
data = PimaIndiansDiabetes,
n.boot = 10,
implement = "gamlr",
family = "binomial"
)
#> Loading required package: gamlr
#> Loading required package: gamlr
#> Loading required package: gamlr
#> Loading required package: gamlr
#> Loading required package: gamlr
#> Loading required package: gamlr
#> Loading required package: gamlr
#> Loading required package: gamlr
# Print model
model
#> Error in 1:ncol(c): argument of length 0
plan("sequential")
plan("multisession")
model2 <- bolasso(
diabetes ~ .,
data = PimaIndiansDiabetes,
n.boot = 10,
implement = "glmnet",
family = "binomial"
)
# Print model
model2
#> ------------- 10-fold bootstrapped Lasso -------------
#>
#> Model matrix dimensions:
#> - 8 Predictors
#> - 768 Observations
#>
#> Selected variables:
#> - 5/8 predictors selected with 90% threshold
#> - 5/8 predictors selected with 100% threshold
Created on 2021-12-13 by the reprex package (v2.0.1)
Will add a reprex below.