Files in mrfoliveira/STResampling-JDSA2020

Biased Resampling Strategies for Imbalanced Spatio-Temporal Forecasting

R/eval_framework.R R/meta_features.R R/new_workflows.R R/resampling_method.R R/resampling_utils.R R/sampling_weight.R R/st_indicators.R R/utils.R R/workflow_utils.R README.md inst/exps_internalCV_repeats.R inst/exps_oracle_repeats.R inst/generate_inds.R inst/get_relev_phis.R inst/load_res.R inst/set_parameters_general.R inst/set_parameters_internal.R inst/set_parameters_oracle.R man/RandomResample.Rd man/Tblock_SPall.Rd man/add_ratios.Rd man/calculate_bias.Rd man/calculate_bumps.Rd man/calculate_obs_ind.Rd man/calculate_relev.Rd man/centralImputTrNAs.Rd man/centralImputTsNAs.Rd man/check_cperc.Rd man/cv_folds.Rd man/df2site_sf.Rd man/embed_series.Rd man/estimates.Rd man/eval_stats.Rd man/evaluate.Rd man/gauss.exs.Rd man/get_all_neib_vals.Rd man/get_best.Rd man/get_full_indicators.Rd man/get_inds.Rd man/get_phi.Rd man/get_phi_control.Rd man/get_phi_space_wts.Rd man/get_phi_time_wts.Rd man/get_space_wts.Rd man/get_spatial_dist_mat.Rd man/get_st_indicator.Rd man/get_st_indicators.Rd man/get_st_neighbours.Rd man/get_time_dist_mat.Rd man/get_time_wts.Rd man/int_util_evaluate.Rd man/internal_workflow.Rd man/kf_xval.Rd man/norm_scale.Rd man/prequential_eval.Rd man/ratio2cperc.Rd man/responseValues.Rd man/sample_wts.Rd man/select_cases.Rd man/shuffle.Rd man/simple_workflow.Rd man/summarize_metrics.Rd