wine_reviewer：使用机器学习基于二值化的品尝笔记来预测葡萄酒评论分数
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2021-02-17
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wine_reviewer-master.zip （71个子文件） 
wine_reviewer-master 
wine_reviewer.Rproj 205B .gitignore 39B images 
Predicted vs Actual Wine Score Pre Tune.png 163KB eta Runs - Error Rate vs Number of Trees.png 124KB XGBoost Variable Importance.png 70KB XGBoost NP Variable Importance.png 68KB .DS_Store 6KB Decision Tree CP Plot.png 74KB Score vs Price.png 129KB Predicted vs Actual Wine Score for NP XG.png 179KB Score Histogram.png 41KB Predicted vs Actual Wine Score for Full XG.png 171KB RMSE Heat Map.png 54KB Score vs Year.png 111KB a_insights_shap_functions.r 4KB
Proposal.pdf 537KB random_forest_model.rda 3.24MB RData wine_np_plot.RData 110KB waterfall_shap_np.RData 72KB shap_results_np.RData 16.58MB SHAP_np_breakdown.RData 6.32MB PreSHAP_ENV.RData 63.65MB shap_long_np.RData 574KB winebeast_1.RData 7.01MB eta_plot.RData 72KB XG_exp_shap.RData 21.69MB wine_noprice.RData 7MB wine_heat.RData 70KB waterfall_shap_fullXG.RData 73KB shap_results.RData 10.64MB SHAP_full_breakdown_fullXG.RData 4.12MB eta_plot_NEW.RData 77KB shap_np_xg_exp.RData 23.86MB shap_long.RData 411KB winebeast.RData 961KB .DS_Store 6KB Wine_Reviewer.Rmd 26KB wine_reviewer.R 1KB Wine_Reviewer_files figure-html unnamed-chunk-5-2.png 20KB unnamed-chunk-5-1.png 23KB unnamed-chunk-9-1.png 14KB unnamed-chunk-6-1.png 23KB unnamed-chunk-5-3.png 15KB unnamed-chunk-11-1.png 0B unnamed-chunk-12-1.png 0B unnamed-chunk-10-1.png 14KB unnamed-chunk-6-3.png 15KB unnamed-chunk-6-2.png 20KB .Rproj.user FE2CF79B saved_source_markers 27B build_options 199B pcs workbench-pane.pper 57B source-pane.pper 22B files-pane.pper 258B windowlayoutstate.pper 285B rmd-outputs 5B sources prop 0769C2BE 56B E0BAD174 101B ECB1C0B5 2B INDEX 1KB C1D9A9F2 55B 47E92167 85B CE138D39 84B 6F9BDEA0 85B 9A203BAE 102B persistent-state 587B shared notebooks patch-chunk-names 0B paths 693B
~$oposal.docx 162B Proposal.docx 453KB
DataDict.txt 491B roughprez.Rmd 19KB资源评论
