Feature Sorting Algorithm Based on XGBoost and MIC Combination Model
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21. Mai 2023
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Online veröffentlicht: 21. Mai 2023
Seitenbereich: 79 - 88
DOI: https://doi.org/10.21307/ijanmc-2021-037
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© 2021 Gao Xiang et al., published by Sciendo
This work is licensed under the Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International License.
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Comparsion of R2 and RMSE values between XGBoost-MIC conbined model and single model_
| Method | R2 | RMSE |
|---|---|---|
| composite pattern | 0.759 | 8.705 |
| XGBoost model | 0.723 | 9.453 |
| MIC model | 0.689 | 8.994 |