h2o.centroid_stats function

Retrieve centroid statistics

Retrieve centroid statistics

Retrieve the centroid statistics. If "train" and "valid" parameters are FALSE (default), then the training centroid stats value is returned. If more than one parameter is set to TRUE, then a named list of centroid stats data frames are returned, where the names are "train" or "valid" For cross validation metrics this statistics are not available.

h2o.centroid_stats(object, train = FALSE, valid = FALSE)

Arguments

  • object: An H2OClusteringModel object.
  • train: Retrieve the training centroid statistics
  • valid: Retrieve the validation centroid statistics

Examples

## Not run: library(h2o) h2o.init() fr <- h2o.importFile("https://h2o-public-test-data.s3.amazonaws.com/smalldata/iris/iris_train.csv") predictors <- c("sepal_len", "sepal_wid", "petal_len", "petal_wid") km <- h2o.kmeans(x = predictors, training_frame = fr, k = 3, nfolds = 3) h2o.centroid_stats(km, train = TRUE) ## End(Not run)
  • Maintainer: Tomas Fryda
  • License: Apache License (== 2.0)
  • Last published: 2024-01-11