r descr_models("auto_ml", "h2o")
This model has no tuning parameters.
Engine arguments of interest
max_runtime_secs
and max_models
: controls the maximum running time and number of models to build in the automatic process.
exclude_algos
and include_algos
: a character vector indicating the excluded or included algorithms during model building. To see a full list of supported models, see the details section in [h2o::h2o.automl()].
validation
: An integer between 0 and 1 specifying the proportion of training data reserved as validation set. This is used by h2o for performance assessment and potential early stopping.
[agua::h2o_train_auto()] is a wrapper around [h2o::h2o.automl()].
auto_ml() %>% set_engine("h2o") %>% set_mode("regression") %>% translate()
auto_ml() %>% set_engine("h2o") %>% set_mode("classification") %>% translate()
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