A new automatic machine learning based hyperparameter optimization for workpiece quality prediction
Workpiece quality prediction is very important in modern manufacturing industry. However, traditional machine learning methods are very sensitive to their hyperparameters, making the tuning of the machine learning methods essential to improve the prediction performance. Hyperparameter optimization (...
| Main Authors: | , , |
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| Format: | Article |
| Language: | English |
| Published: |
SAGE Publishing
2020-08-01
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| Series: | Measurement + Control |
| Online Access: | https://doi.org/10.1177/0020294020932347 |