Validation of machine learning ridge regression models using Monte Carlo, bootstrap, and variations in cross-validation
In recent years, there have been several calls by practitioners of machine learning to provide more guidelines on how to use its methods and techniques. For example, the current literature on resampling methods is confusing and sometimes contradictory; worse, there are sometimes no practical guideli...
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| Format: | Article |
| Language: | English |
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De Gruyter
2023-07-01
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| Series: | Journal of Intelligent Systems |
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| Online Access: | https://doi.org/10.1515/jisys-2022-0224 |