Files in KWB-R/dwc.wells

A Package for Condition Predictions for Drinking Water Wells

LICENSE.md NEWS.md R/chi2_cramersV.R R/classify_Qs.R R/combine_pump_test_and_Q_monitoring_data.R R/combine_to_model_data.R R/docu_model_data.R R/get_pump_test_vars.R R/helper_functions.R R/plotting_functions.R R/prepare_Q_monitoring_data.R R/prepare_drilling_data.R R/prepare_drilling_tech_data.R R/prepare_functions.R R/prepare_pump_test_data.R R/prepare_quality_data.R R/prepare_volume_data.R R/prepare_well_data.R R/utils-extdata.R R/utils-pipe.R README.md data-raw/prepare_model_data.R index.md inst/extdata/config/path_list.R inst/extdata/config/variable_list.R inst/extdata/scripts/_drafts/_code_snippets.R inst/extdata/scripts/_drafts/aggregate_abstraction_volumes.R inst/extdata/scripts/_drafts/check_kf_data.R inst/extdata/scripts/_drafts/check_operational_hour_data.R inst/extdata/scripts/_drafts/check_volume_data.R inst/extdata/scripts/_drafts/prepare_data_moved_to_data_raw.R inst/extdata/scripts/_drafts/test_k_means_clustering.R inst/extdata/scripts/analyse_rehab_efficiency.R inst/extdata/scripts/assessment_co_tool.R inst/extdata/scripts/exploratory_data_analysis.R inst/extdata/scripts/global.R inst/extdata/scripts/ml_decision_tree.R inst/extdata/scripts/ml_decision_tree_class.R inst/extdata/scripts/ml_linear_regression.R inst/extdata/scripts/ml_logistic_regression.R inst/extdata/scripts/ml_random_forest.R inst/extdata/scripts/ml_random_forest_class.R inst/extdata/scripts/ml_resampling.R inst/extdata/scripts/ml_xgboost.R inst/extdata/scripts/ml_xgboost_predictions.R inst/extdata/scripts/plot_data.R inst/extdata/scripts/variable_importance.R man/Qs_heatmap_plot.Rd man/chi2.CramersV.test.Rd man/classify_Qs.Rd man/combine_pump_test_and_Q_monitoring_data.Rd man/correlation_plot.Rd man/extdata_file.Rd man/fill_up_na_with_median_from_lookup.Rd man/frequency_table.Rd man/get_W_static_data.Rd man/get_pump_test_vars.Rd man/interpolate_Qs.Rd man/interpolate_and_fill.Rd man/load_renamings_csv.Rd man/load_renamings_excel.Rd man/model_data_reduced.Rd man/paste_percent.Rd man/pipe.Rd man/plot_distribution.Rd man/plot_frequencies.Rd man/prepare_pump_test_data.Rd man/prepare_pump_test_data_1.Rd man/prepare_pump_test_data_2.Rd man/prepare_quality_data.Rd man/prepare_volume_data.Rd man/read_csv.Rd man/read_ms_access.Rd man/read_select_rename.Rd man/rename_values.Rd man/replace_na_with_median.Rd man/save_data.Rd man/scatterplot.Rd man/select_rename_cols.Rd man/summarise_marginal_factor_levels.Rd man/tidy_factor.Rd vignettes/prediction_random-forest.Rmd vignettes/prediction_xgboost.Rmd