Evaluating Machine Learning Models Across Many Datasets

.Rbuildignore

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CODE_OF_CONDUCT.md
DESCRIPTION

LICENSE.md
NAMESPACE

R/check_java.R
R/check_python.R
R/get_all_metrics.R
R/get_data.R
R/get_timeseries_metrics.R
R/local_clone.R
R/mldash-package.R
R/new_dataset.R
R/new_model.R
R/plumber.R
R/read_ml_datasets.R
R/read_ml_models.R
R/run_models.R
R/send_rds.R
R/shiny_mldash.R
R/shiny_server.R
R/shiny_ui.R
README.Rmd
README.md
_pkgdown.yml

build.R
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inst/WORDLIST

inst/datasets/PedalMe.dcf

inst/datasets/PedalMe.rds

inst/datasets/abalone.dcf

inst/datasets/abalone.rds

inst/datasets/acute_inflammation.dcf

inst/datasets/acute_inflammation.rds

inst/datasets/adult.dcf

inst/datasets/adult.rds

inst/datasets/air.dcf

inst/datasets/air.rds

inst/datasets/alg_forest_fires

inst/datasets/ames.dcf

inst/datasets/ames.rds

inst/datasets/amphibians

inst/datasets/appliances_energy.dcf

inst/datasets/appliances_energy.rds

inst/datasets/audit.dcf

inst/datasets/audit.rds

inst/datasets/beijing_pollution.dcf

inst/datasets/beijing_pollution.rds

inst/datasets/bike_sharing_day.dcf

inst/datasets/bike_sharing_day.rds

inst/datasets/breast_cancer.dcf

inst/datasets/breast_cancer.rds

inst/datasets/canadian_gas.dcf

inst/datasets/canadian_gas.rds

inst/datasets/cervical_cancer.dcf

inst/datasets/cervical_cancer.rds

inst/datasets/cmc.dcf

inst/datasets/cmc.rds

inst/datasets/contrac.dcf

inst/datasets/contrac.rds

inst/datasets/credit_card_app.dcf

inst/datasets/credit_card_app.rds

inst/datasets/electrical_grid.dcf

inst/datasets/electrical_grid.rds

inst/datasets/fertility.dcf

inst/datasets/fertility.rds

inst/datasets/haberman.dcf

inst/datasets/haberman.rds

inst/datasets/hcv.dcf

inst/datasets/heart_cleveland.dcf

inst/datasets/heart_cleveland.rds

inst/datasets/heart_hungarian.dcf

inst/datasets/heart_hungarian.rds

inst/datasets/heart_switzerland.dcf

inst/datasets/heart_switzerland.rds

inst/datasets/heart_va.dcf

inst/datasets/heart_va.rds

inst/datasets/horton_hospital.dcf

inst/datasets/hs_graduate_earnings.dcf

inst/datasets/hs_graduate_earnings.rds

inst/datasets/magic.dcf

inst/datasets/magic.rds

inst/datasets/mammographic_mass

inst/datasets/mars_weather.dcf

inst/datasets/mars_weather.rds

inst/datasets/metro_traffic.dcf

inst/datasets/metro_traffic.rds

inst/datasets/microsoft_stock_price.dcf

inst/datasets/microsoft_stock_price.rds

inst/datasets/mtcars.dcf

inst/datasets/mtcars.rds

inst/datasets/natural_gas_prices.dcf

inst/datasets/natural_gas_prices.rds

inst/datasets/parkinsons.dcf

inst/datasets/parkinsons.rds

inst/datasets/party_prediction.dcf

inst/datasets/party_prediction.rds

inst/datasets/power_plant.dcf

inst/datasets/power_plant.rds

inst/datasets/psych_copay.dcf

inst/datasets/psych_copay.rds

inst/datasets/raisins.dcf

inst/datasets/raisins.rds

inst/datasets/red_wine_quality.dcf

inst/datasets/red_wine_quality.rds

inst/datasets/sales.dcf

inst/datasets/sales.rds

inst/datasets/seattle_weather.dcf

inst/datasets/seattle_weather.rds

inst/datasets/soybean.dcf

inst/datasets/sp500.dcf

inst/datasets/sp500.rds

inst/datasets/steel.dcf

inst/datasets/tesla_stock_price.dcf

inst/datasets/tesla_stock_price.rds

inst/datasets/titanic.dcf

inst/datasets/titanic.rds

inst/datasets/to_fix/religious_texts.dcf

inst/datasets/traffic.dcf

inst/datasets/traffic.rds

inst/datasets/white_wine_quality.dcf

inst/datasets/white_wine_quality.rds

inst/datasets/wine.dcf

inst/datasets/wine.rds

inst/datasets/zoo.dcf

inst/datasets/zoo.rds

inst/models/Not_Working/caret_evtree_classification.dcf

inst/models/Not_Working/caret_evtree_regression.dcf

inst/models/Not_Working/caret_mlpSGD_classification.dcf

inst/models/Not_Working/caret_mlpSGD_regression.dcf

inst/models/Not_Working/caret_mxnetAdam_classification.dcf

inst/models/Not_Working/caret_mxnetAdam_regression.dcf

inst/models/Not_Working/caret_mxnet_classification.dcf

inst/models/Not_Working/caret_mxnet_regression.dcf

inst/models/Not_Working/cubist_regression.dcf

inst/models/Not_Working/decision_tree_party_classification.dcf

inst/models/Not_Working/linear_reg_brulee_regression.dcf

inst/models/Not_Working/multilevel/tm_logistic_gee_classification.dcf

inst/models/Not_Working/multilevel/tm_logistic_glmer_classification.dcf

inst/models/Not_Working/multilevel/tm_logistic_stan_glmer_classification.dcf

inst/models/Not_Working/multilevel/tm_poisson_reg_gee_regression.dcf

inst/models/Not_Working/multilevel/tm_poisson_reg_glmer_regression.dcf

inst/models/Not_Working/multilevel/tm_poisson_reg_stan_glmer_regression.dcf

inst/models/Not_Working/tm_linear_reg_spark_regression.dcf

inst/models/Not_Working/tm_logistic_spark_classification.dcf

inst/models/Not_Working/tm_poisson_reg_hurdle_regression.dcf

inst/models/Not_Working/tm_rand_forest_spark_regression.dcf

inst/models/Not_Working/tm_rule_fit_xrf_regression.dcf

inst/models/Not_Working/tm_svm_linear_LiblineaR_regression.dcf

inst/models/caret_ANFIS_regression.dcf

inst/models/caret_AdaBag_classification.dcf

inst/models/caret_AdaBoost.M1_classification.dcf

inst/models/caret_BstLm_classification.dcf

inst/models/caret_BstLm_regression.dcf

inst/models/caret_C5.0Cost_classification.dcf

inst/models/caret_C5.0Rules_classification.dcf

inst/models/caret_C5.0Tree_classification.dcf

inst/models/caret_C5.0_classification.dcf

inst/models/caret_CSimca_classification.dcf

inst/models/caret_DENFIS_regression.dcf

inst/models/caret_FH.GBML_classification.dcf

inst/models/caret_FIR.DM_regression.dcf

inst/models/caret_FRBCS.CHI_classification.dcf

inst/models/caret_FRBCS.W_classification.dcf

inst/models/caret_FS.HGD_regression.dcf

inst/models/caret_GFS.FR.MOGUL_regression.dcf

inst/models/caret_GFS.LT.RS_regression.dcf

inst/models/caret_GFS.THRIFT_regression.dcf

inst/models/caret_HYFIS_regression.dcf

inst/models/caret_J48_classification.dcf

inst/models/caret_JRip_classification.dcf

inst/models/caret_LMT_classification.dcf

inst/models/caret_Linda_classification.dcf

inst/models/caret_LogitBoost_classification.dcf

inst/models/caret_M5Rules_regression.dcf

inst/models/caret_M5_regression.dcf

inst/models/caret_Mlda_classification.dcf

inst/models/caret_ORFlog_classification.dcf

inst/models/caret_ORFpls_classification.dcf

inst/models/caret_ORFridge_classification.dcf

inst/models/caret_ORFsvm_classification.dcf

inst/models/caret_OneR_classification.dcf

inst/models/caret_PART_classification.dcf

inst/models/caret_PRIM_classification.dcf

inst/models/caret_PenalizedLDA_classification.dcf

inst/models/caret_QdaCov_classification.dcf

inst/models/caret_RFlda_classification.dcf

inst/models/caret_RRF_classification.dcf

inst/models/caret_RRF_regression.dcf

inst/models/caret_RRFglobal_classification.dcf

inst/models/caret_RRFglobal_regression.dcf

inst/models/caret_RSimca_classification.dcf

inst/models/caret_Rborist_classification.dcf

inst/models/caret_Rborist_regression.dcf

inst/models/caret_SBC_regression.dcf

inst/models/caret_SLAVE_classification.dcf

inst/models/caret_WM_regression.dcf

inst/models/caret_ada_classification.dcf

inst/models/caret_adaboost_classification.dcf

inst/models/caret_amdai_classification.dcf

inst/models/caret_avNNet_classification.dcf

inst/models/caret_avNNet_regression.dcf

inst/models/caret_awnb_classification.dcf

inst/models/caret_awtan_classification.dcf

inst/models/caret_bagEarthGCV_classification.dcf

inst/models/caret_bagEarthGCV_regression.dcf

inst/models/caret_bagEarth_classification.dcf

inst/models/caret_bagEarth_regression.dcf

inst/models/caret_bagFDAGCV_classification.dcf

inst/models/caret_bagFDA_classification.dcf

inst/models/caret_bag_classification.dcf

inst/models/caret_bag_regression.dcf

inst/models/caret_bam_classification.dcf

inst/models/caret_bam_regression.dcf

inst/models/caret_bartMachine_classification.dcf

inst/models/caret_bartMachine_regression.dcf

inst/models/caret_bayesglm_classification.dcf

inst/models/caret_bayesglm_regression.dcf

inst/models/caret_binda_classification.dcf

inst/models/caret_blackboost_classification.dcf

inst/models/caret_blackboost_regression.dcf

inst/models/caret_blassoAveraged_regression.dcf

inst/models/caret_blasso_regression.dcf

inst/models/caret_bridge_regression.dcf

inst/models/caret_brnn_regression.dcf

inst/models/caret_bstSm_classification.dcf

inst/models/caret_bstSm_regression.dcf

inst/models/caret_bstTree_classification.dcf

inst/models/caret_bstTree_regression.dcf

inst/models/caret_cforest_classification.dcf

inst/models/caret_cforest_regression.dcf

inst/models/caret_chaid_classification.dcf

inst/models/caret_ctree2_classification.dcf

inst/models/caret_ctree2_regression.dcf

inst/models/caret_ctree_classification.dcf

inst/models/caret_ctree_regression.dcf

inst/models/caret_cubist_regression.dcf

inst/models/caret_dda_classification.dcf

inst/models/caret_deepboost_classification.dcf

inst/models/caret_dnn_classification.dcf

inst/models/caret_dnn_regression.dcf

inst/models/caret_dwdLinear_classification.dcf

inst/models/caret_dwdPoly_classification.dcf

inst/models/caret_dwdRadial_classification.dcf

inst/models/caret_earth_classification.dcf

inst/models/caret_earth_regression.dcf

inst/models/caret_elm_classification.dcf

inst/models/caret_elm_regression.dcf

inst/models/caret_enet_regression.dcf

inst/models/caret_extraTrees_classification.dcf

inst/models/caret_extraTrees_regression.dcf

inst/models/caret_fda_classification.dcf

inst/models/caret_foba_regression.dcf

inst/models/caret_gamLoess_classification.dcf

inst/models/caret_gamLoess_regression.dcf

inst/models/caret_gamSpline_classification.dcf

inst/models/caret_gamSpline_regression.dcf

inst/models/caret_gam_classification.dcf

inst/models/caret_gam_regression.dcf

inst/models/caret_gamboost_classification.dcf

inst/models/caret_gamboost_regression.dcf

inst/models/caret_gaussprLinear_classification.dcf

inst/models/caret_gaussprLinear_regression.dcf

inst/models/caret_gaussprPoly_classification.dcf

inst/models/caret_gaussprPoly_regression.dcf

inst/models/caret_gaussprRadial_classification.dcf

inst/models/caret_gaussprRadial_regression.dcf

inst/models/caret_gbm_classification.dcf

inst/models/caret_gbm_h2o_classification.dcf

inst/models/caret_gbm_h2o_regression.dcf

inst/models/caret_gbm_regression.dcf

inst/models/caret_gcvEarth_classification.dcf

inst/models/caret_gcvEarth_regression.dcf

inst/models/caret_glm.nb_regression.dcf

inst/models/caret_glmStepAIC_classification.dcf

inst/models/caret_glmStepAIC_regression.dcf

inst/models/caret_glm_classification.dcf

inst/models/caret_glm_regression.dcf

inst/models/caret_glmboost_classification.dcf

inst/models/caret_glmboost_regression.dcf

inst/models/caret_glmnet_classification.dcf

inst/models/caret_glmnet_h2o_classification.dcf

inst/models/caret_glmnet_h2o_regression.dcf

inst/models/caret_glmnet_regression.dcf

inst/models/caret_gpls_classification.dcf

inst/models/caret_hda_classification.dcf

inst/models/caret_hdda_classification.dcf

inst/models/caret_hdrda_classification.dcf

inst/models/caret_icr_regression.dcf

inst/models/caret_kernelpls_classification.dcf

inst/models/caret_kernelpls_regression.dcf

inst/models/caret_kknn_classification.dcf

inst/models/caret_kknn_regression.dcf

inst/models/caret_knn_classification.dcf

inst/models/caret_knn_regression.dcf

inst/models/caret_krlsPoly_regression.dcf

inst/models/caret_krlsRadial_regression.dcf

inst/models/caret_lars2_regression.dcf

inst/models/caret_lars_regression.dcf

inst/models/caret_lasso_regression.dcf

inst/models/caret_lda2_classification.dcf

inst/models/caret_lda_classification.dcf

inst/models/caret_leapBackward_regression.dcf

inst/models/caret_leapForward_regression.dcf

inst/models/caret_leapSeq_regression.dcf

inst/models/caret_lmStepAIC_regression.dcf

inst/models/caret_lm_regression.dcf

inst/models/caret_loclda_classification.dcf

inst/models/caret_logicBag_classification.dcf

inst/models/caret_logicBag_regression.dcf

inst/models/caret_logreg_classification.dcf

inst/models/caret_logreg_regression.dcf

inst/models/caret_lssvmLinear_classification.dcf

inst/models/caret_lssvmPoly_classification.dcf

inst/models/caret_lssvmRadial_classification.dcf

inst/models/caret_lvq_classification.dcf

inst/models/caret_manb_classification.dcf

inst/models/caret_mda_classification.dcf

inst/models/caret_mlpKerasDecayCost_classification.dcf

inst/models/caret_mlpKerasDecay_classification.dcf

inst/models/caret_mlpKerasDecay_regression.dcf

inst/models/caret_mlpKerasDropoutCost_classification.dcf

inst/models/caret_mlpKerasDropout_classification.dcf

inst/models/caret_mlpKerasDropout_regression.dcf

inst/models/caret_mlpML_classification.dcf

inst/models/caret_mlpML_regression.dcf

inst/models/caret_mlpWeightDecayML_classification.dcf

inst/models/caret_mlpWeightDecayML_regression.dcf

inst/models/caret_mlpWeightDecay_classification.dcf

inst/models/caret_mlpWeightDecay_regression.dcf

inst/models/caret_mlp_classification.dcf

inst/models/caret_mlp_regression.dcf

inst/models/caret_monmlp_classification.dcf

inst/models/caret_monmlp_regression.dcf

inst/models/caret_msaenet_classification.dcf

inst/models/caret_msaenet_regression.dcf

inst/models/caret_multinom_classification.dcf

inst/models/caret_naive_bayes_classification.dcf

inst/models/caret_nbDiscrete_classification.dcf

inst/models/caret_nbSearch_classification.dcf

inst/models/caret_nb_classification.dcf

inst/models/caret_neuralnet_regression.dcf

inst/models/caret_nnet_classification.dcf

inst/models/caret_nnet_regression.dcf

inst/models/caret_nnls_regression.dcf

inst/models/caret_nodeHarvest_classification.dcf

inst/models/caret_nodeHarvest_regression.dcf

inst/models/caret_null_classification.dcf

inst/models/caret_null_regression.dcf

inst/models/caret_ordinalNet_classification.dcf

inst/models/caret_ordinalRF_classification.dcf

inst/models/caret_ownn_classification.dcf

inst/models/caret_pam_classification.dcf

inst/models/caret_parRF_classification.dcf

inst/models/caret_parRF_regression.dcf

inst/models/caret_partDSA_classification.dcf

inst/models/caret_partDSA_regression.dcf

inst/models/caret_pcaNNet_classification.dcf

inst/models/caret_pcaNNet_regression.dcf

inst/models/caret_pcr_regression.dcf

inst/models/caret_pda2_classification.dcf

inst/models/caret_pda_classification.dcf

inst/models/caret_penalized_regression.dcf

inst/models/caret_plr_classification.dcf

inst/models/caret_plsRglm_classification.dcf

inst/models/caret_plsRglm_regression.dcf

inst/models/caret_pls_classification.dcf

inst/models/caret_pls_regression.dcf

inst/models/caret_polr_classification.dcf

inst/models/caret_ppr_regression.dcf

inst/models/caret_pre_classification.dcf

inst/models/caret_pre_regression.dcf

inst/models/caret_protoclass_classification.dcf

inst/models/caret_qda_classification.dcf

inst/models/caret_qrf_regression.dcf

inst/models/caret_qrnn_regression.dcf

inst/models/caret_rFerns_classification.dcf

inst/models/caret_randomGLM_classification.dcf

inst/models/caret_randomGLM_regression.dcf

inst/models/caret_ranger_classification.dcf

inst/models/caret_ranger_regression.dcf

inst/models/caret_rbfDDA_classification.dcf

inst/models/caret_rbfDDA_regression.dcf

inst/models/caret_rbf_classification.dcf

inst/models/caret_rbf_regression.dcf

inst/models/caret_rda_classification.dcf

inst/models/caret_regLogistic_classification.dcf

inst/models/caret_relaxo_regression.dcf

inst/models/caret_rfRules_classification.dcf

inst/models/caret_rfRules_regression.dcf

inst/models/caret_rf_classification.dcf

inst/models/caret_rf_regression.dcf

inst/models/caret_ridge_regression.dcf

inst/models/caret_rlda_classification.dcf

inst/models/caret_rlm_regression.dcf

inst/models/caret_rmda_classification.dcf

inst/models/caret_rocc_classification.dcf

inst/models/caret_rotationForestCp_classification.dcf

inst/models/caret_rotationForest_classification.dcf

inst/models/caret_rpart1SE_classification.dcf

inst/models/caret_rpart1SE_regression.dcf

inst/models/caret_rpart2_classification.dcf

inst/models/caret_rpart2_regression.dcf

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inst/models/fable_arima_timeseries.dcf

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inst/models/fable_tslm_timeseries.dcf

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man/mldash-package.Rd
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man/run_models.Rd
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man/shiny_server.Rd
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mldash.Rproj

test_new_dataset.R
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tests/spelling.R
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vignettes/.gitignore

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vignettes/creating_datasets.Rmd
vignettes/creating_models.Rmd
vignettes/datasets.Rmd
vignettes/installation.Rmd
vignettes/mldash.Rmd
vignettes/models.Rmd
vignettes/references.bib

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