automlModelParam {h2otools} | R Documentation |
AutoML Models' Parameters Summary
Description
Extracts models' parameters from AutoML grid
Usage
automlModelParam(model)
Arguments
model |
a h2o AutoML object |
Value
a dataframe of models' parameters
Author(s)
E. F. Haghish
Examples
## Not run:
if(requireNamespace("h2o")) {
library(h2o)
h2o.init(ignore_config = TRUE, nthreads = 2, bind_to_localhost = FALSE, insecure = TRUE)
prostate_path <- system.file("extdata", "prostate.csv", package = "h2o")
prostate <- h2o.importFile(path = prostate_path, header = TRUE)
y <- "CAPSULE"
prostate[,y] <- as.factor(prostate[,y]) #convert to factor for classification
aml <- h2o.automl(y = y,
training_frame = prostate,
include_algos = "GLM",
max_models = 1,
max_runtime_secs = 60)
# extract the model parameters
model.param <- automlModelParam(aml@leader)
}
## End(Not run)
[Package h2otools version 0.3 Index]