BrandonEugeneWalker / BrandonKevinDanielIntelligentSystemsProject

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Run model with positive and negative ratings combined into a percentage. #5

Open BrandonEugeneWalker opened 4 years ago

BrandonEugeneWalker commented 4 years ago

Comment below with the results, push as a its own branch.

JestDandruff commented 4 years ago

---Linear Regression--- Regression - Mean MSE over 5 folds: 1.7899409324589723e-18 Total Time: 0:03:09.948869 ---Tree Regression--- Tree - Mean MSE over 5 folds: 65190151422.69466 Total Time: 0:03:08.760359 ---Random Forest--- Forest - Mean MSE over 5 folds: 60347861797.95386 Total Time: 0:04:31.538589 ---Bagging--- Bagging - Mean MSE over 5 folds: 61.472233099872746 Total Time: 0:00:17.130157 ---Boosting--- Boosting - Mean MSE over 5 folds: 59.43702584378188 Total Time: 0:00:01.440147

OLD ---Linear Regression--- Regression - Mean MSE over 5 folds: 7.580210724373337e-19 Total Time: 0:03:05.486751 ---Tree Regression--- Tree - Mean MSE over 5 folds: 83103189447.54506 Total Time: 0:03:16.191694 ---Random Forest--- Forest - Mean MSE over 5 folds: 61149064004.83622 Total Time: 0:04:29.921771 ---Bagging--- Bagging - Mean MSE over 5 folds: 61.472233099872746 Total Time: 0:00:17.056350 ---Boosting--- Boosting - Mean MSE over 5 folds: 76.69473742936287 Total Time: 0:15:46.340996