Files in h2o

R Interface for the 'H2O' Scalable Machine Learning Platform

R/coxph.R R/models.R R/rulefit.R R/grid.R R/anovaglm.R R/segment.R R/admissibleml.R R/config.R R/connection.R R/datasets.R R/w2vutils.R R/modelselection.R R/naivebayes.R R/coxphutils.R R/logging.R R/kvstore.R R/svd.R R/adaboost.R R/classes.R R/generic.R R/edicts.R R/predict.R R/psvm.R R/infogram.R R/gbm.R R/tf-idf.R R/upliftrandomforest.R R/communication.R R/randomforest.R R/gam.R R/xgboost.R R/deeplearning.R R/automl.R R/export.R R/targetencoder.R R/frame.R R/extendedisolationforest.R R/aggregator.R R/glm.R R/word2vec.R R/constants.R R/import.R R/zzz.R R/stackedensemble.R R/explain.R R/astfun.R R/isotonicregression.R R/kmeans.R R/pca.R R/glrm.R R/isolationforest.R R/decisiontree.R R/locate.R R/parse.R R/permutation_varimp.R demo/h2o.prcomp.R demo/h2o.kmeans.R demo/h2o.randomForest.R demo/h2o.glm.R demo/h2o.naiveBayes.R demo/h2o.gbm.R demo/h2o.glrm.R demo/h2o.anomaly.R demo/h2o.deeplearning.R man/h2o.download_mojo.Rd man/h2o.prcomp.Rd man/h2o.varimp_plot.Rd man/h2o.transform_word2vec.Rd man/h2o.save_mojo.Rd man/dim.H2OFrame.Rd man/h2o.match.Rd man/print.H2OTable.Rd man/Logical-or.Rd man/as.data.frame.H2OSegmentModels.Rd man/h2o.feature_interaction.Rd man/h2o.prod.Rd man/is.factor.Rd man/dot-h2o.__DECRYPTION_SETUP.Rd man/h2o.clusterStatus.Rd man/h2o.setTimezone.Rd man/h2o.pareto_front.Rd man/h2o.get_best_model_predictors.Rd man/h2o.startLogging.Rd man/h2o.max.Rd man/h2o.glrm.Rd man/h2o.nlevels.Rd man/h2o.isax.Rd man/h2o.centers.Rd man/h2o.nacnt.Rd man/length-H2OTree-method.Rd man/h2o.asnumeric.Rd man/h2o.scoreHistory.Rd man/dot-uniformize.Rd man/dot-leaderboard_for_row.Rd man/dot-h2o.__ALL_CAPABILITIES.Rd man/H2OConnection-class.Rd man/dot-pkg.env.Rd man/h2o.find_threshold_by_max_metric.Rd man/H2ONode-class.Rd man/h2o.get_gam_knot_column_names.Rd man/dot-has_model_coefficients.Rd man/h2o.thresholds_and_metric_scores.Rd man/h2o.api.Rd man/h2o.removeAll.Rd man/h2o.xgboost.available.Rd man/h2o.sub.Rd man/h2o.var.Rd man/h2o.tokenize.Rd man/h2o.str.Rd man/dot-get_feature_count.Rd man/h2o.sqrt.Rd man/h2o.permutation_importance_plot.Rd man/h2o.residual_deviance.Rd man/apply.Rd man/h2o.runif.Rd man/h2o.cluster_sizes.Rd man/plot-methods.Rd man/h2o.auuc_normalized.Rd man/h2o.nchar.Rd man/h2o.mojo_predict_csv.Rd man/h2o.tolower.Rd man/H2OClusteringModel-class.Rd man/h2o.isnumeric.Rd man/prostate.Rd man/dot-create_leaderboard.Rd man/h2o.rulefit.Rd man/h2o.aggregated_frame.Rd man/h2o.ate.Rd man/is.h2o.Rd man/aaa.Rd man/h2o.summary.Rd man/h2o.varimp-H2OModel-method.Rd man/H2OModel-class.Rd man/h2o.year.Rd man/H2OFrame-Extract.Rd man/dot-h2o.doRawGET.Rd man/h2o.acos.Rd man/h2o.networkTest.Rd man/h2o.r2.Rd man/h2o.pd_multi_plot.Rd man/staged_predict_proba.H2OModel.Rd man/row_to_tree_assignment.H2OModel.Rd man/h2o.explain.Rd man/h2o.multinomial_auc_table.Rd man/h2o.relevel.Rd man/dot-h2o.__checkConnectionHealth.Rd man/h2o.keyof.Rd man/h2o.predict_rules.Rd man/dot-has_varimp.Rd man/dot-h2o.__LOGANDECHO.Rd man/h2o.deepfeatures.Rd man/h2o.mse.Rd man/h2o.get_ntrees_actual.Rd man/h2o.gbm.Rd man/h2o.null_deviance.Rd man/h2o.stackedEnsemble.Rd man/h2o.getModel.Rd man/h2o.loadGrid.Rd man/h2o.scale.Rd man/h2o.aggregator.Rd man/dot-h2o.__REST_API_VERSION.Rd man/h2o.interaction.Rd man/dot-collapse.Rd man/h2o.floor.Rd man/h2o.round.Rd man/h2o.distance.Rd man/h2o.predict_json.Rd man/h2o.proj_archetypes.Rd man/h2o.get_predictors_added_per_step.Rd man/predict.H2OModel.Rd man/h2o.confusionMatrix.Rd man/h2o.setLevels.Rd man/h2o.exp.Rd man/h2o.scoreHistoryGAM.Rd man/h2o.sdev.Rd man/dot-min_max.Rd man/use.package.Rd man/h2o.resumeGrid.Rd man/h2o.which.Rd man/h2o.calculate_fairness_metrics.Rd man/h2o.getLambdaMax.Rd man/h2o.deeplearning.Rd man/h2o.relevel_by_frequency.Rd man/h2o.cummax.Rd man/h2o.decryptionSetup.Rd man/as.vector.H2OFrame.Rd man/h2o.which_max.Rd man/h2o.rbind.Rd man/dot-h2o.doGET.Rd man/h2o.target_encode_apply.Rd man/dot-check_for_ggplot2.Rd man/summary-H2OCoxPHModel-method.Rd man/h2o.varsplits.Rd man/H2OModelFuture-class.Rd man/as.matrix.H2OFrame.Rd man/h2o.gains_lift_plot-H2OModelMetrics-method.Rd man/H2OInfogram-class.Rd man/h2o.merge.Rd man/h2o.sin.Rd man/h2o.clusterIsUp.Rd man/h2o.skewness.Rd man/h2o.cross_validation_predictions.Rd man/h2o.getModelTree.Rd man/h2o.cbind.Rd man/h2o.clearLog.Rd man/dot-interpretable.Rd man/h2o.downloadCSV.Rd man/h2o.infogram.Rd man/case_insensitive_match_arg.Rd man/h2o.mean_residual_deviance.Rd man/h2o.splitFrame.Rd man/dot-get_domain_mapping.Rd man/predict_contributions.H2OModel.Rd man/h2o.sd.Rd man/h2o.cumprod.Rd man/show-H2OAutoML-method.Rd man/h2o.list_api_extensions.Rd man/h2o.xgboost.Rd man/dot-get_first_of_family.Rd man/H2OAutoML-class.Rd man/zzz.Rd man/h2o.all.Rd man/predict.H2OAutoML.Rd man/h2o.get_automl.Rd man/dot-h2o.is_progress.Rd man/h2o.ice_plot.Rd man/h2o.nrow.Rd man/h2o.residual_dof.Rd man/h2o.getId.Rd man/h2o.asfactor.Rd man/as.numeric.Rd man/h2o.load_frame.Rd man/h2o.mktime.Rd man/h2o.getFrame.Rd man/h2o.HGLMMetrics.Rd man/h2o.cross_validation_models.Rd man/dot-consolidate_varimps.Rd man/h2o.ceiling.Rd man/as.h2o.Rd man/h2o.log10.Rd man/h2o.resume.Rd man/h2o.permutation_importance.Rd man/h2o.logAndEcho.Rd man/h2o.fair_pr_plot.Rd man/h2o.dct.Rd man/h2o.hour.Rd man/h2o.withinss.Rd man/h2o.pd_plot.Rd man/h2o.melt.Rd man/h2o.num_valid_substrings.Rd man/generate_col_ind.Rd man/h2o.gains_lift_plot-H2OModel-method.Rd man/h2o.modelSelection.Rd man/dot-varimp.Rd man/h2o.tf_idf.Rd man/h2o.totss.Rd man/h2o.isfactor.Rd man/dot-find_appropriate_column_name.Rd man/h2o.ls.Rd man/h2o.loadModel.Rd man/h2o.anovaglm.Rd man/h2o.mae.Rd man/dot-h2o.__IMPORT.Rd man/h2o.saveGrid.Rd man/h2o.filterNACols.Rd man/h2o.parseRaw.Rd man/h2o.exportHDFS.Rd man/h2o.getConnection.Rd man/as.data.frame.H2OFrame.Rd man/h2o.anyFactor.Rd man/h2o.na_omit.Rd man/h2o.shutdown.Rd man/h2o.mean_per_class_error.Rd man/h2o.createFrame.Rd man/h2o.connect.Rd man/h2o.import_hive_table.Rd man/h2o.any.Rd man/h2o.cross_validation_holdout_predictions.Rd man/summary-H2OGrid-method.Rd man/h2o.auuc.Rd man/h2o-package.Rd man/plot.H2OModel.Rd man/dot-addParm.Rd man/dot-h2o.primitives.Rd man/h2o.ddply.Rd man/dot-is_h2o_tree_model.Rd man/h2o.getLambdaMin.Rd man/h2o.att.Rd man/dot-h2o.__MODEL_BUILDERS.Rd man/h2o.kolmogorov_smirnov.Rd man/h2o.upliftRandomForest.Rd man/h2o.get_leaderboard.Rd man/h2o.findSynonyms.Rd man/h2o.randomForest.Rd man/predict_leaf_node_assignment.H2OModel.Rd man/h2o.residual_analysis_plot.Rd man/h2o.partialPlot.Rd man/h2o.cos.Rd man/h2o.fair_pd_plot.Rd man/h2o.varimp-H2OAutoML-method.Rd man/h2o.explain_row.Rd man/h2o.upload_model.Rd man/and-and.Rd man/h2o.aic.Rd man/h2o.range.Rd man/h2o.log.Rd man/is.numeric.Rd man/h2o.saveMojo.Rd man/h2o.aecu.Rd man/h2o.save_to_hive.Rd man/h2o.no_progress.Rd man/h2o.transform-H2OTargetEncoderModel-method.Rd man/h2o.abs.Rd man/h2o.psvm.Rd man/h2o.import_mojo.Rd man/h2o.kurtosis.Rd man/initialize-H2OInfogram-method.Rd man/h2o.stopLogging.Rd man/h2o.save_frame.Rd man/h2o.get_predictors_removed_per_step.Rd man/H2OCoxPHModel-class.Rd man/h2o.group_by.Rd man/colnames.Rd man/h2o.shap_summary_plot.Rd man/h2o.infogram_train_subset_models.Rd man/h2o.gam.Rd man/dot-h2o.__MODEL_METRICS.Rd man/h2o.find_row_by_threshold.Rd man/h2o.getVersion.Rd man/dot-shorten_model_ids.Rd man/h2o.exportFile.Rd man/dot-verify_dataxy.Rd man/h2o.disparate_analysis.Rd man/h2o.gainsLift.Rd man/h2o.targetencoder.Rd man/H2OModelMetrics-class.Rd man/australia.Rd man/dot-h2o.__EXPORT_FILES.Rd man/plot.H2OTabulate.Rd man/h2o.makeGLMModel.Rd man/dot-h2o.__CREATE_FRAME.Rd man/H2OInfogram.Rd man/h2o.tot_withinss.Rd man/h2o.bottomN.Rd man/h2o.inspect_model_fairness.Rd man/h2o.coef.Rd man/h2o.naiveBayes.Rd man/h2o.upload_mojo.Rd man/h2o.month.Rd man/ModelAccessors.Rd man/h2o.download_pojo.Rd man/h2o.day.Rd man/h2o.kfold_column.Rd man/h2o.as_date.Rd man/h2o.import_sql_table.Rd man/h2o.mean.Rd man/get_seed.H2OModel.Rd man/h2o.num_iterations.Rd man/h2o.reconstruct.Rd man/h2o.rep_len.Rd man/h2o.colnames.Rd man/h2o.removeVecs.Rd man/h2o.list_core_extensions.Rd man/h2o.ifelse.Rd man/names.H2OFrame.Rd man/h2o.learning_curve_plot.Rd man/H2OCoxPHModelSummary-class.Rd man/h2o.isolationForest.Rd man/h2o.auuc_table.Rd man/h2o.varimp_heatmap.Rd man/h2o.week.Rd man/h2o.ischaracter.Rd man/h2o.insertMissingValues.Rd man/h2o.rm.Rd man/h2o.substring.Rd man/dot-h2o.__FRAMES.Rd man/H2OConnectionMutableState.Rd man/h2o.cumsum.Rd man/scale.Rd man/h2o.list_jobs.Rd man/summary-H2OModel-method.Rd man/h2o.names.Rd man/h2o.saveModelDetails.Rd man/h2o.dim.Rd man/h2o.pivot.Rd man/H2OGrid-class.Rd man/dot-process_models_or_automl.Rd man/h2o.importFile.Rd man/h2o.dayOfWeek.Rd man/h2o.svd.Rd man/h2o.rank_within_group_by.Rd man/h2o.screeplot.Rd man/h2o.grep.Rd man/h2o.rmsle.Rd man/h2o.genericModel.Rd man/dot-skip_if_not_developer.Rd man/h2o.tan.Rd man/h2o.cor.Rd man/h2o.log2.Rd man/h2o.ncol.Rd man/h2o.sum.Rd man/h2o.tabulate.Rd man/h2o.hist.Rd man/h2o.openLog.Rd man/h2o.get_regression_influence_diagnostics.Rd man/dot-h2o.doPOST.Rd man/h2o.rule_importance.Rd man/h2o.ascharacter.Rd man/h2o.entropy.Rd man/h2o.impute.Rd man/h2o.fillna.Rd man/h2o.getTimezone.Rd man/h2o.unique.Rd man/h2o.arrange.Rd man/h2o.hit_ratio_table.Rd man/h2o.predicted_vs_actual_by_variable.Rd man/h2o.make_metrics.Rd man/h2o.saveModel.Rd man/h2o.adaBoost.Rd man/h2o.head.Rd man/h2o.clusterInfo.Rd man/h2o.trunc.Rd man/dot-is_h2o_model.Rd man/as.character.H2OFrame.Rd man/dot-h2o.__MODELS.Rd man/h2o.decision_tree.Rd man/h2o.import_sql_select.Rd man/h2o.qini.Rd man/h2o.betweenss.Rd man/h2o.listTimezones.Rd man/H2OSegmentModelsFuture-class.Rd man/dot-h2o.doSafePOST.Rd man/h2o.strsplit.Rd man/str.H2OFrame.Rd man/h2o.std_coef_plot.Rd man/h2o.get_knot_locations.Rd man/H2OSplitNode-class.Rd man/h2o.rstrip.Rd man/h2o.killMinus3.Rd man/h2o.get_variable_inflation_factors.Rd man/h2o.kmeans.Rd man/h2o.auc.Rd man/h2o.topBottomN.Rd man/dot-h2o.doSafeGET.Rd man/dot-get_algorithm.Rd man/h2o.logloss.Rd man/h2o.transform_frame.Rd man/h2o.signif.Rd man/h2o.transform-H2OWordEmbeddingModel-method.Rd man/range.H2OFrame.Rd man/h2o.gains_lift_plot.Rd man/housevotes.Rd man/h2o.automl.Rd man/iris.Rd man/h2o.result.Rd man/h2o.levels.Rd man/h2o.min.Rd man/h2o.performance.Rd man/h2o.lstrip.Rd man/h2o.fair_shap_plot.Rd man/h2o.rapids.Rd man/h2o.cross_validation_fold_assignment.Rd man/h2o.coxph.Rd man/Keyed-class.Rd man/h2o.extendedIsolationForest.Rd man/h2o.centroid_stats.Rd man/dimnames.H2OFrame.Rd man/h2o.init.Rd man/h2o.model_correlation_heatmap.Rd man/H2OTree-class.Rd man/h2o.atc.Rd man/h2o.dimnames.Rd man/h2o.shap_explain_row_plot.Rd man/dot-h2o.__DKV.Rd man/h2o.giniCoef.Rd man/h2o.show_progress.Rd man/h2o.make_leaderboard.Rd man/h2o.toFrame.Rd man/h2o.transform.Rd man/h2o.flow.Rd man/h2o.downloadAllLogs.Rd man/h2o.weights.Rd man/dot-h2o.locate.Rd man/dot-is_plotting_to_rnotebook.Rd man/h2o.diff.Rd man/dot-plot_varimp.Rd man/h2o.null_dof.Rd man/h2o.getTypes.Rd man/h2o.fair_roc_plot.Rd man/h2o.tanh.Rd man/h2o.target_encode_create.Rd man/is.character.Rd man/h2o.getGLMFullRegularizationPath.Rd man/h2o.h.Rd man/h2o.generic.Rd man/H2OLeafNode-class.Rd man/h2o.coef_norm.Rd man/h2o.get_best_model.Rd man/h2o.get_segment_models.Rd man/h2o.table.Rd man/h2o.grid.Rd man/dot-h2o.__W2V_SYNONYMS.Rd man/H2OFrame.Rd man/dot-h2o.doRawPOST.Rd man/h2o.assign.Rd man/h2o.biases.Rd man/show-H2OParetoFront-method.Rd man/dot-h2o.__RAPIDS.Rd man/h2o.predict.Rd man/model_cache-class.Rd man/h2o.columns_by_type.Rd man/h2o.cummin.Rd man/h2o.multinomial_aucpr_table.Rd man/h2o.getGrid.Rd man/walking.Rd man/print.H2OFrame.Rd man/h2o.cosh.Rd man/h2o.print.Rd man/feature_frequencies.H2OModel.Rd man/h2o.download_model.Rd man/h2o.mojo_predict_df.Rd man/dot-model_ids.Rd man/h2o.rmse.Rd man/h2o.median.Rd man/h2o.computeGram.Rd man/h2o.stringdist.Rd man/h2o.set_s3_credentials.Rd man/h2o.negative_log_likelihood.Rd man/h2o.list_all_extensions.Rd man/h2o.which_min.Rd man/h2o.log1p.Rd man/dot-h2o.__JOBS.Rd man/h2o.cut.Rd man/h2o.loglikelihood.Rd man/h2o.glm.Rd man/H2OSegmentModels-class.Rd man/h2o.centersSTD.Rd man/h2o.reset_threshold.Rd man/h2o.drop_duplicates.Rd man/h2o.varimp.Rd man/H2OFrame-class.Rd man/dot-h2o.perfect_auc.Rd man/dot-h2o.__SEGMENT_MODELS_BUILDERS.Rd man/h2o.list_models.Rd man/h2o.anomaly.Rd man/as.factor.Rd man/h2o.coef_with_p_values.Rd man/h2o.metric.Rd man/h2o.getAlphaBest.Rd man/h2o.parseSetup.Rd man/h2o.aecu_table.Rd man/h2o.topN.Rd man/dot-customized_call.Rd man/h2o.quantile.Rd man/h2o.is_client.Rd man/dot-h2o.__PARSE_SETUP.Rd man/h2o.isotonicregression.Rd man/h2o.aucpr.Rd man/h2o.varimp-H2OFrame-method.Rd man/h2o.toupper.Rd man/h2o.gsub.Rd man/summary-H2OAutoML-method.Rd man/h2o.getLambdaBest.Rd man/h2o.model_correlation.Rd man/plot.H2OInfogram.Rd man/h2o.train_segments.Rd man/h2o.get_best_r2_values.Rd man/h2o.describe.Rd man/h2o.average_objective.Rd man/h2o.trim.Rd man/h2o.word2vec.Rd