'tidymodels' Integration with 'h2o'


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Documentation for package ‘agua’ version 0.1.0

Help Pages

agua_backend_options Control model tuning via 'h2o::h2o.grid()'
as_h2o Data conversion tools
as_tibble.H2OFrame Data conversion tools
autoplot.H2OAutoML Plot rankings and metrics of H2O AutoML results
autoplot.workflow Plot rankings and metrics of H2O AutoML results
collect_metrics.H2OAutoML Tools for working with H2O AutoML results
collect_metrics.workflow Tools for working with H2O AutoML results
collect_metrics._H2OAutoML Tools for working with H2O AutoML results
extract_fit_engine._H2OAutoML Tools for working with H2O AutoML results
extract_fit_parsnip._H2OAutoML Tools for working with H2O AutoML results
get_leaderboard Tools for working with H2O AutoML results
h2o_end Utility functions for interacting with the h2o server
h2o_get_frame Utility functions for interacting with the h2o server
h2o_get_model Utility functions for interacting with the h2o server
h2o_predict Prediction wrappers for h2o
h2o_predict_classification Prediction wrappers for h2o
h2o_predict_regression Prediction wrappers for h2o
h2o_remove Utility functions for interacting with the h2o server
h2o_remove_all Utility functions for interacting with the h2o server
h2o_running Utility functions for interacting with the h2o server
h2o_start Utility functions for interacting with the h2o server
h2o_train Model wrappers for h2o
h2o_train_auto Model wrappers for h2o
h2o_train_gbm Model wrappers for h2o
h2o_train_glm Model wrappers for h2o
h2o_train_mlp Model wrappers for h2o
h2o_train_nb Model wrappers for h2o
h2o_train_rf Model wrappers for h2o
h2o_train_rule Model wrappers for h2o
h2o_train_xgboost Model wrappers for h2o
h2o_xgboost_available Utility functions for interacting with the h2o server
member_weights Tools for working with H2O AutoML results
predict._H2OAutoML Prediction wrappers for h2o
rank_results.H2OAutoML Tools for working with H2O AutoML results
rank_results.workflow Tools for working with H2O AutoML results
rank_results._H2OAutoML Tools for working with H2O AutoML results
refit.workflow Tools for working with H2O AutoML results
refit._H2OAutoML Tools for working with H2O AutoML results
tidy.workflow Tools for working with H2O AutoML results
tidy._H2OAutoML Tools for working with H2O AutoML results