h2o.residual_dof function

Retrieve the residual degrees of freedom

Retrieve the residual degrees of freedom

If "train", "valid", and "xval" parameters are FALSE (default), then the training residual degrees of freedom value is returned. If more than one parameter is set to TRUE, then a named vector of residual degrees of freedom are returned, where the names are "train", "valid" or "xval".

h2o.residual_dof(object, train = FALSE, valid = FALSE, xval = FALSE)

Arguments

  • object: An H2OModel or H2OModelMetrics
  • train: Retrieve the training residual degrees of freedom
  • valid: Retrieve the validation residual degrees of freedom
  • xval: Retrieve the cross-validation residual degrees of freedom

Examples

## Not run: library(h2o) h2o.init() prostate_path <- system.file("extdata", "prostate.csv", package = "h2o") prostate <- h2o.importFile(prostate_path) prostate[, 2] <- as.factor(prostate[, 2]) prostate_glm <- h2o.glm(y = "CAPSULE", x = c("AGE", "RACE", "PSA", "DCAPS"), training_frame = prostate, family = "binomial", nfolds = 0, alpha = 0.5, lambda_search = FALSE) h2o.residual_dof(prostate_glm, train = TRUE) ## End(Not run)
  • Maintainer: Tomas Fryda
  • License: Apache License (== 2.0)
  • Last published: 2024-01-11