API for xgboost
Extreme Gradient Boosting
| Global functions | |
|---|---|
| .BINARY_CLASSIF_OBJECTIVES | Source code |
| .CLASSIFICATION_OBJECTIVES | Source code |
| .MULTICLASS_CLASSIF_OBJECTIVES | Source code |
| .MULTI_TARGET_OBJECTIVES | Source code |
| .OBJECTIVES_NON_DEFAULT_MODE | Source code |
| .RANKING_OBJECTIVES | Source code |
| .REGRESSION_OBJECTIVES | Source code |
| .SURVIVAL_ALL_CENSORING_OBJECTIVES | Source code |
| .SURVIVAL_RIGHT_CENSORING_OBJECTIVES | Source code |
| .execute.cb.after.iter | Source code |
| .execute.cb.after.training | Source code |
| .execute.cb.before.iter | Source code |
| .execute.cb.before.training | Source code |
| .extract.coef | Source code |
| .format_eval_string | Source code |
| .internal.coef.xgb.Booster | Source code |
| .internal.setinfo.xgb.DMatrix | Source code |
| .list2mat | Source code |
| .make.proxy.handle | Source code |
| .print.evaluation | Source code |
| .process.callbacks | Source code |
| .process.df.for.dmatrix | Source code |
| .qdm.single.fnext | Source code |
| .qdm.single.freset | Source code |
| .save.model.w.formatted.name | Source code |
| .set.dmatrix.fields | Source code |
| .single.data.iterator | Source code |
| .summarize.feval | Source code |
| NVL | Source code |
| [.xgb.Booster | Man page |
| [.xgb.DMatrix | Man page |
| `[.xgb.Booster` | Source code |
| `[.xgb.DMatrix` | Source code |
| `dimnames<-.xgb.DMatrix` | Source code |
| `xgb.attr<-` | Source code |
| `xgb.attributes<-` | Source code |
| `xgb.config<-` | Source code |
| `xgb.model.parameters<-` | Source code |
| a-compatibility-note-for-saveRDS-save | Man page |
| add.callback | Source code |
| agaricus.test | Man page |
| agaricus.train | Man page |
| check.booster.params | Source code |
| check.can.use.qdm | Source code |
| check.custom.eval | Source code |
| check.custom.obj | Source code |
| check.deprecation | Source code |
| check.nthreads | Source code |
| coef.xgb.Booster | Man page Source code |
| convert.labels | Source code |
| dim.xgb.DMatrix | Man page Source code |
| dimnames.xgb.DMatrix | Man page Source code |
| dimnames<-.xgb.DMatrix | Man page |
| generate.cv.folds | Source code |
| generate.group.folds | Source code |
| get.strict.mode.option | Source code |
| getinfo | Man page Source code |
| getinfo.xgb.Booster | Man page Source code |
| getinfo.xgb.DMatrix | Man page Source code |
| has.callbacks | Source code |
| is.null.handle | Source code |
| length.xgb.Booster | Man page Source code |
| predict.xgb.Booster | Man page Source code |
| predict.xgboost | Man page |
| prescreen.objective | Source code |
| print.xgb.Booster | Man page Source code |
| print.xgb.DMatrix | Man page Source code |
| print.xgb.cv.synchronous | Man page Source code |
| print.xgboost | Man page |
| process.base.margin | Source code |
| process.eval.set | Source code |
| process.row.weights | Source code |
| process.x.and.col.args | Source code |
| process.y.margin.and.objective | Source code |
| setinfo | Man page Source code |
| setinfo.xgb.Booster | Man page Source code |
| setinfo.xgb.DMatrix | Man page Source code |
| validate.features | Source code |
| variable.names.xgb.Booster | Man page Source code |
| xgb.Booster | Source code |
| xgb.Callback | Man page Source code |
| xgb.DMatrix | Man page Source code |
| xgb.DMatrix.hasinfo | Man page Source code |
| xgb.DMatrix.save | Man page Source code |
| xgb.DataBatch | Man page Source code |
| xgb.DataIter | Man page Source code |
| xgb.ExtMemDMatrix | Man page Source code |
| xgb.ProxyDMatrix | Source code |
| xgb.QuantileDMatrix | Man page Source code |
| xgb.QuantileDMatrix.from_iterator | Man page Source code |
| xgb.attr | Man page Source code |
| xgb.attr<- | Man page |
| xgb.attributes | Man page Source code |
| xgb.attributes<- | Man page |
| xgb.best_iteration | Source code |
| xgb.booster_type | Source code |
| xgb.cb.cv.predict | Man page Source code |
| xgb.cb.early.stop | Man page Source code |
| xgb.cb.evaluation.log | Man page Source code |
| xgb.cb.gblinear.history | Man page Source code |
| xgb.cb.print.evaluation | Man page Source code |
| xgb.cb.reset.parameters | Man page Source code |
| xgb.cb.save.model | Man page Source code |
| xgb.config | Man page Source code |
| xgb.config<- | Man page |
| xgb.copy.Booster | Man page Source code |
| xgb.create.features | Man page Source code |
| xgb.createFolds | Source code |
| xgb.cv | Man page Source code |
| xgb.dump | Man page Source code |
| xgb.feature_names | Source code |
| xgb.feature_types | Source code |
| xgb.gblinear.history | Man page Source code |
| xgb.get.DMatrix.data | Man page Source code |
| xgb.get.DMatrix.num.non.missing | Man page Source code |
| xgb.get.DMatrix.qcut | Man page Source code |
| xgb.get.config | Man page Source code |
| xgb.get.handle | Source code |
| xgb.get.num.boosted.rounds | Man page Source code |
| xgb.ggplot.deepness | Man page Source code |
| xgb.ggplot.importance | Man page Source code |
| xgb.ggplot.shap.summary | Man page |
| xgb.has_categ_features | Source code |
| xgb.importance | Man page Source code |
| xgb.is.same.Booster | Man page Source code |
| xgb.iter.eval | Source code |
| xgb.iter.update | Source code |
| xgb.load | Man page Source code |
| xgb.load.raw | Man page Source code |
| xgb.model.dt.tree | Man page Source code |
| xgb.model.parameters<- | Man page |
| xgb.nthread | Source code |
| xgb.num_class | Source code |
| xgb.num_feature | Source code |
| xgb.params | Man page Source code |
| xgb.plot.deepness | Man page Source code |
| xgb.plot.importance | Man page Source code |
| xgb.plot.multi.trees | Man page Source code |
| xgb.plot.shap | Man page Source code |
| xgb.plot.shap.summary | Man page |
| xgb.plot.tree | Man page Source code |
| xgb.reset.Booster | Source code |
| xgb.save | Man page Source code |
| xgb.save.raw | Man page Source code |
| xgb.set.config | Man page Source code |
| xgb.set.config, xgb.get.config | Man page |
| xgb.slice.Booster | Man page Source code |
| xgb.slice.DMatrix | Man page Source code |
| xgb.train | Man page Source code |
| xgboost | Man page |
| xgboost-options | Man page |
