Filename |
Description |
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prediction vs. ground truth.png |
Predicted vs. ground truth formation energy of the top models choosen by PyCaret (based on R2 & MAE)
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2025-08-24 12:08:22 |
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Learning_Curve_MAE_Sorted_ExtraTrees.png |
Leraning curve of the best model (ExtraTreesRegressor) chosen for minimum Mean Absolute Error by PyCaret.
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2025-08-24 12:08:21 |
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Pycarets Accuracy Summary(CV).png |
Top 3 Pycaret models !
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2025-08-24 12:08:20 |
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Learning_Curve_R2_Sorted_CatBoost.png |
Leraning curve of the best model (CatBoostRegressor) chosen for maximum R2 Score by PyCaret.
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2025-08-24 12:08:19 |
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Validation_Curve_MAE_Sorted_ExtraTrees.png |
Validation curve of the best model (ExtraTreesRegressor) chosen for minimum Mean Absolute Error by PyCaret.
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2025-08-24 12:08:19 |
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Validation_Curve_R2_Sorted_CatBoost.png |
Validation curve of the best model (CatBoostRegressor) chosen for maximum R2 Score by PyCaret.
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2025-08-24 12:08:18 |
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Performance Summary.png |
Performace (Both MAE & R2 Score) of the best models choosen from both r2 & mae metrics.
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2025-08-24 12:08:17 |
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