Function reference

All functions

as_h2o() as_tibble(<H2OFrame>)

Data conversion tools

autoplot(<workflow>) autoplot(<H2OAutoML>)

Plot rankings and metrics of H2O AutoML results

rank_results(<workflow>) rank_results(<_H2OAutoML>) rank_results(<H2OAutoML>) collect_metrics(<workflow>) collect_metrics(<_H2OAutoML>) collect_metrics(<H2OAutoML>) tidy(<_H2OAutoML>) get_leaderboard() member_weights() extract_fit_parsnip(<_H2OAutoML>) extract_fit_engine(<_H2OAutoML>) refit(<workflow>) refit(<_H2OAutoML>)

Tools for working with H2O AutoML results

h2o_start() h2o_end() h2o_running() h2o_remove() h2o_remove_all() h2o_get_model() h2o_get_frame() h2o_xgboost_available()

Utility functions for interacting with the h2o server

h2o_predict() h2o_predict_classification() h2o_predict_regression() predict(<_H2OAutoML>)

Prediction wrappers for h2o

h2o_train() h2o_train_rf() h2o_train_xgboost() h2o_train_gbm() h2o_train_glm() h2o_train_nb() h2o_train_mlp() h2o_train_rule() h2o_train_auto()

Model wrappers for h2o

agua_backend_options()

Control model tuning via h2o::h2o.grid()