Enhancing predictive modeling across industries with automated machine learning: applications in insurance and agriculture
Abstract This study explores the efficacy of Automated Machine Learning (AutoML) tools in enhancing linear regression models across industries, focusing on insurance and agriculture. We assessed six widely used AutoML libraries—AutoKeras, AutoGluon, Hyperopt, MLJAR, LightAutoML, and H2O—on a Kaggle-...
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| Main Authors: | , , |
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| Format: | Article |
| Language: | English |
| Published: |
Springer
2025-03-01
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| Series: | Discover Sustainability |
| Subjects: | |
| Online Access: | https://doi.org/10.1007/s43621-025-00965-9 |
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