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BrandonEugeneWalker / BrandonKevinDanielIntelligentSystemsProject

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Run model with converted columns instead of unconverted columns. #6

Closed BrandonEugeneWalker closed 4 years ago

BrandonEugeneWalker commented 4 years ago

Comment below with the results and push if better results.

BrandonEugeneWalker commented 4 years ago

Without transformed data.

---Linear Regression--- Mean MSE over 5 folds: 1.6525708240218147e-19 Total Time: 0:03:58.785881 ---Tree Regression--- Mean MSE over 5 folds: 34704912266.27543 Total Time: 0:04:00.009769 ---Random Forest--- Mean MSE over 5 folds: 69888848385.08794 Total Time: 0:06:19.083554

With transformed data.

---Linear Regression--- Mean MSE over 5 folds: 1.4441102516544898e-18 Total Time: 0:04:04.148737 ---Tree Regression--- Mean MSE over 5 folds: 126097176295.38382 Total Time: 0:04:12.373016 ---Random Forest--- Mean MSE over 5 folds: 70643224322.78133 Total Time: 0:06:24.222495