h2o.saveModel function

Save an H2O Model Object to Disk

Save an H2O Model Object to Disk

Save an H2OModel to disk. (Note that ensemble binary models can be saved.)

h2o.saveModel( object, path = "", force = FALSE, export_cross_validation_predictions = FALSE, filename = "" )

Arguments

  • object: an H2OModel object.
  • path: string indicating the directory the model will be written to.
  • force: logical, indicates how to deal with files that already exist.
  • export_cross_validation_predictions: logical, indicates whether the exported model artifacts should also include CV Holdout Frame predictions. Default is not to export the predictions.
  • filename: string indicating the file name.

Details

In the case of existing files force = TRUE will overwrite the file. Otherwise, the operation will fail.

The owner of the file saved is the user by which H2O cluster was executed.

Examples

## Not run: # library(h2o) # h2o.init() # prostate <- h2o.importFile(path = paste("https://raw.github.com", # "h2oai/h2o-2/master/smalldata/logreg/prostate.csv", sep = "/")) # prostate_glm <- h2o.glm(y = "CAPSULE", x = c("AGE", "RACE", "PSA", "DCAPS"), # training_frame = prostate, family = "binomial", alpha = 0.5) # h2o.saveModel(object = prostate_glm, path = "/Users/UserName/Desktop", force = TRUE) ## End(Not run)

See Also

h2o.loadModel for loading a model to H2O from disk

  • Maintainer: Tomas Fryda
  • License: Apache License (== 2.0)
  • Last published: 2024-01-11