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Iteration 0 of 288 { "maxFeatures": 9, "replacement": true, "nEstimators": 500, "seed": 42, "useSampleBagging": true, "noOOB": true, "isClassifier": false, "selectionMethod": "mean", "treeOptions": { "maxDepth": 100 } } Root Mean Square Error:0.5590169943749475 Success Percentage:68.75 Training Time: 2.05145 minutes ----- Iteration 1 of 288 { "maxFeatures": 9, "replacement": true, "nEstimators": 500, "seed": 42, "useSampleBagging": true, "noOOB": true, "isClassifier": false, "selectionMethod": "mean", "treeOptions": { "maxDepth": 200 } } Root Mean Square Error:0.5590169943749475 Success Percentage:68.75 Training Time: 2.14015 minutes ----- Iteration 2 of 288 { "maxFeatures": 9, "replacement": true, "nEstimators": 500, "seed": 42, "useSampleBagging": true, "noOOB": true, "isClassifier": false, "selectionMethod": "median", "treeOptions": { "maxDepth": 100 } } Root Mean Square Error:0.5477225575051661 Success Percentage:70 Training Time: 2.1085666666666665 minutes ----- Iteration 3 of 288 { "maxFeatures": 9, "replacement": true, "nEstimators": 500, "seed": 42, "useSampleBagging": true, "noOOB": true, "isClassifier": false, "selectionMethod": "median", "treeOptions": { "maxDepth": 200 } } Root Mean Square Error:0.5477225575051661 Success Percentage:70 Training Time: 2.16465 minutes ----- Iteration 4 of 288 { "maxFeatures": 9, "replacement": true, "nEstimators": 500, "seed": 42, "useSampleBagging": true, "noOOB": false, "isClassifier": false, "selectionMethod": "mean", "treeOptions": { "maxDepth": 100 } } Root Mean Square Error:0.5590169943749475 Success Percentage:68.75 Training Time: 2.1425666666666667 minutes ----- Iteration 5 of 288 { "maxFeatures": 9, "replacement": true, "nEstimators": 500, "seed": 42, "useSampleBagging": true, "noOOB": false, "isClassifier": false, "selectionMethod": "mean", "treeOptions": { "maxDepth": 200 } } Root Mean Square Error:0.5590169943749475 Success Percentage:68.75 Training Time: 2.0795666666666666 minutes ----- Iteration 6 of 288 { "maxFeatures": 9, "replacement": true, "nEstimators": 500, "seed": 42, "useSampleBagging": true, "noOOB": false, "isClassifier": false, "selectionMethod": "median", "treeOptions": { "maxDepth": 100 } } Root Mean Square Error:0.5477225575051661 Success Percentage:70 Training Time: 2.0224166666666665 minutes ----- Iteration 7 of 288 { "maxFeatures": 9, "replacement": true, "nEstimators": 500, "seed": 42, "useSampleBagging": true, "noOOB": false, "isClassifier": false, "selectionMethod": "median", "treeOptions": { "maxDepth": 200 } } Root Mean Square Error:0.5477225575051661 Success Percentage:70 Training Time: 2.0233166666666667 minutes ----- Iteration 8 of 288 { "maxFeatures": 9, "replacement": true, "nEstimators": 500, "seed": 42, "useSampleBagging": false, "noOOB": true, "isClassifier": false, "selectionMethod": "mean", "treeOptions": { "maxDepth": 100 } } Root Mean Square Error:0.5916079783099616 Success Percentage:65 Training Time: 1.8355833333333333 minutes ----- Iteration 9 of 288 { "maxFeatures": 9, "replacement": true, "nEstimators": 500, "seed": 42, "useSampleBagging": false, "noOOB": true, "isClassifier": false, "selectionMethod": "mean", "treeOptions": { "maxDepth": 200 } } Root Mean Square Error:0.5916079783099616 Success Percentage:65 Training Time: 1.8745 minutes ----- Iteration 10 of 288 { "maxFeatures": 9, "replacement": true, "nEstimators": 500, "seed": 42, "useSampleBagging": false, "noOOB": true, "isClassifier": false, "selectionMethod": "median", "treeOptions": { "maxDepth": 100 } } Root Mean Square Error:0.5590169943749475 Success Percentage:68.75 Training Time: 1.7922833333333332 minutes ----- Iteration 11 of 288 { "maxFeatures": 9, "replacement": true, "nEstimators": 500, "seed": 42, "useSampleBagging": false, "noOOB": true, "isClassifier": false, "selectionMethod": "median", "treeOptions": { "maxDepth": 200 } } Root Mean Square Error:0.5590169943749475 Success Percentage:68.75 Training Time: 1.83315 minutes ----- Iteration 12 of 288 { "maxFeatures": 9, "replacement": true, "nEstimators": 500, "seed": 42, "useSampleBagging": false, "noOOB": false, "isClassifier": false, "selectionMethod": "mean", "treeOptions": { "maxDepth": 100 } } Root Mean Square Error:0.5916079783099616 Success Percentage:65 Training Time: 1.9814666666666667 minutes ----- Iteration 13 of 288 { "maxFeatures": 9, "replacement": true, "nEstimators": 500, "seed": 42, "useSampleBagging": false, "noOOB": false, "isClassifier": false, "selectionMethod": "mean", "treeOptions": { "maxDepth": 200 } } Root Mean Square Error:0.5916079783099616 Success Percentage:65 Training Time: 1.8752166666666668 minutes ----- Iteration 14 of 288 { "maxFeatures": 9, "replacement": true, "nEstimators": 500, "seed": 42, "useSampleBagging": false, "noOOB": false, "isClassifier": false, "selectionMethod": "median", "treeOptions": { "maxDepth": 100 } } Root Mean Square Error:0.5590169943749475 Success Percentage:68.75 Training Time: 1.8235 minutes ----- Iteration 15 of 288 { 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@qur786 Try to train the data using sci-kit in Python and report the training time and accuracy.
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Prit-sangani
VirajBhatt9
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The text was updated successfully, but these errors were encountered: