API for gpboost
Combining Tree-Boosting with Gaussian Process and Mixed Effects Models
| Global functions | |
|---|---|
| .DATASET_PARAMETERS | Source code |
| .EVAL_ERR_KEY | Source code |
| .EVAL_KEY | Source code |
| .LGB_CONVERT_DEFAULT_FOR_LOGICAL_NA | Source code |
| .LGB_CONVERT_DEFAULT_FOR_NON_LOGICAL_NA | Source code |
| .METRICS_HIGHER_BETTER | Source code |
| .NO_METRIC_STRINGS | Source code |
| .PARAMETER_ALIASES | Source code |
| .get_column_classes | Source code |
| .warn_for_unconverted_columns | Source code |
| GPBoost_data | Man page |
| GPModel | Man page |
| GPModel_shared_params | Man page |
| X | Man page |
| X_test | Man page |
| `dimnames<-.gpb.Dataset` | Source code |
| add.cb | Source code |
| agaricus.test | Man page |
| agaricus.train | Man page |
| bank | Man page |
| callback.names | Source code |
| categorize.callbacks | Source code |
| cb.early.stop | Source code |
| cb.print.evaluation | Source code |
| cb.record.evaluation | Source code |
| cb.reset.parameters | Source code |
| coords | Man page |
| coords_test | Man page |
| dim.gpb.Dataset | Man page Source code |
| dimnames.gpb.Dataset | Man page Source code |
| dimnames<-.gpb.Dataset | Man page |
| fit | Man page |
| fit.GPModel | Man page |
| fitGPModel | Man page |
| format_eval_string | Source code |
| generate.cv.folds | Source code |
| get.grid.size | Source code |
| get.param.combination | Source code |
| get_aux_pars | Man page |
| get_aux_pars.GPModel | Man page |
| get_coef | Man page |
| get_coef.GPModel | Man page |
| get_cov_pars | Man page |
| get_cov_pars.GPModel | Man page |
| get_nested_categories | Man page |
| getinfo | Man page Source code |
| getinfo.gpb.Dataset | Man page Source code |
| gpb.Dataset | Man page Source code |
| gpb.Dataset.construct | Man page Source code |
| gpb.Dataset.create.valid | Man page Source code |
| gpb.Dataset.save | Man page Source code |
| gpb.Dataset.set.categorical | Man page Source code |
| gpb.Dataset.set.reference | Man page Source code |
| gpb.c_str | Source code |
| gpb.check.eval | Source code |
| gpb.check.obj | Source code |
| gpb.check.r6.class | Source code |
| gpb.check.wrapper_param | Source code |
| gpb.check_interaction_constraints | Source code |
| gpb.convert_with_rules | Man page Source code |
| gpb.cv | Man page Source code |
| gpb.dump | Man page Source code |
| gpb.get.eval.result | Man page Source code |
| gpb.grid.search.tune.parameters | Man page Source code |
| gpb.importance | Man page Source code |
| gpb.interprete | Man page Source code |
| gpb.is.Booster | Source code |
| gpb.is.Dataset | Source code |
| gpb.is.null.handle | Source code |
| gpb.load | Man page Source code |
| gpb.merge.cv.result | Source code |
| gpb.model.dt.tree | Man page Source code |
| gpb.params2str | Source code |
| gpb.plot.importance | Man page Source code |
| gpb.plot.interpretation | Man page Source code |
| gpb.plot.part.dep.interact | Man page Source code |
| gpb.plot.partial.dependence | Man page Source code |
| gpb.save | Man page Source code |
| gpb.stratified.folds | Source code |
| gpb.train | Man page Source code |
| gpb_shared_params | Man page |
| gpboost | Man page Source code |
| group_data | Man page |
| group_data_test | Man page |
| loadGPModel | Man page |
| merge_eval_string | Source code |
| multiple.tree.plot.interpretation | Source code |
| neg_log_likelihood | Man page |
| neg_log_likelihood.GPModel | Man page |
| predict.GPModel | Man page |
| predict.gpb.Booster | Man page Source code |
| predict_training_data_random_effects | Man page |
| predict_training_data_random_effects.GPModel | Man page |
| readRDS.gpb.Booster | Man page Source code |
| saveGPModel | Man page |
| saveRDS.gpb.Booster | Man page Source code |
| set_optim_params | Man page |
| set_optim_params.GPModel | Man page |
| set_prediction_data | Man page |
| set_prediction_data.GPModel | Man page |
| setinfo | Man page Source code |
| setinfo.gpb.Dataset | Man page Source code |
| single.tree.interprete | Source code |
| single.tree.parse | Source code |
| slice | Man page Source code |
| slice.gpb.Dataset | Man page Source code |
| summary.GPModel | Man page |
| y | Man page |
