Files in vcerqueira/tsensembler

Dynamic Ensembles for Time Series Forecasting

R/all-classes.r R/arbitration-methods.r R/base-model-xgb.r R/base-models.r R/build-base-ensemble.r R/ca-buildC.r R/ca-classes-methods.r R/ca-generalisers.r R/ca-integration.r R/data.R R/dets-methods.r R/ensembling-pipes.R R/forecast.R R/meta-modeling.R R/metrics.r R/out-of-bag-pipes.r R/predict-methods.r R/sequential-reweight.R R/ts-preprocess.R R/tsensembler.r R/update-base-model.r R/update-weights.r R/utils.R README.md man/ADE-class.Rd man/ADE.Rd man/CA.ADE_hat.Rd man/CA.EWA_hat.Rd man/CA.FixedShare_hat.Rd man/CA.MLpol_hat.Rd man/CA.OGD_hat.Rd man/CA.Ridge_hat.Rd man/DETS-class.Rd man/DETS.Rd man/EMASE.Rd man/FIFO.Rd man/ade_hat-class.Rd man/ade_hat.Rd man/ae.Rd man/arima_predict.Rd man/base_ensemble-class.Rd man/base_ensemble.Rd man/base_models_loss.Rd man/best_mvr.Rd man/blocked_prequential.Rd man/bm_arima.Rd man/bm_cubist.Rd man/bm_ets.Rd man/bm_ffnn.Rd man/bm_gaussianprocess.Rd man/bm_gbm.Rd man/bm_glm.Rd man/bm_mars.Rd man/bm_pls_pcr.Rd man/bm_ppr.Rd man/bm_randomforest.Rd man/bm_svr.Rd man/bm_tbats.Rd man/bm_timeseries.Rd man/bm_xgb.Rd man/build_base_ensemble.Rd man/build_committee.Rd man/build_committee_set.Rd man/combine_committees.Rd man/combine_predictions.Rd man/committee_set-class.Rd man/compute_predictions.Rd man/constructive_aggregation-class.Rd man/constructive_aggregation.Rd man/constructive_aggregation_.Rd man/contiguous_count.Rd man/dets_hat-class.Rd man/dets_hat.Rd man/embed_timeseries.Rd man/erfc.Rd man/ets_predict.Rd man/forecast.Rd man/get_target.Rd man/get_top_models.Rd man/get_y.Rd man/hat_info.Rd man/holdout.Rd man/intraining_estimations.Rd man/intraining_predictions.Rd man/l1apply.Rd man/learning_base_models.Rd man/loss_meta_learn.Rd man/merging_in_experts.Rd man/meta_cubist.Rd man/meta_cubist_predict.Rd man/meta_gp.Rd man/meta_gp_predict.Rd man/meta_lasso.Rd man/meta_lasso_predict.Rd man/meta_predict.Rd man/meta_rf.Rd man/meta_rf_predict.Rd man/model_recent_performance.Rd man/model_specs-class.Rd man/model_specs.Rd man/model_weighting.Rd man/mse.Rd man/multi_step_predict-base_ensemble-method.Rd man/multi_step_predict.Rd man/normalize.Rd man/predict-constructive_aggregation-method.Rd man/predict-methods.Rd man/predict_pls_pcr.Rd man/proportion.Rd man/prune_c_contiguity.Rd man/prune_c_outperformance.Rd man/rbind_l.Rd man/recent_lambda_observations.Rd man/rm.null.Rd man/rmse.Rd man/roll_mean_matrix.Rd man/se.Rd man/select_best.Rd man/sequential_reweighting.Rd man/sliding_similarity.Rd man/soft.completion.Rd man/softmax.Rd man/split_by.Rd man/tbats_predict.Rd man/train_ade.Rd man/tsensembler.Rd man/unlistn.Rd man/update_ade.Rd man/update_ade_meta.Rd man/update_base_models.Rd man/update_weights.Rd man/vcapply.Rd man/viapply.Rd man/vlapply.Rd man/vnapply.Rd man/water_consumption.Rd man/xgb_predict.Rd tests/testthat.R tests/testthat/test-selectbest.r