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自动MatRegressor:解放机器学习的炼金术士

Yue Liu1, Shuangyan Wang2, Zhengwei Yang2

  • 1School of Computer Engineering and Science, Shanghai University, Shanghai 200444, China; Shanghai Engineering Research Center of Intelligent Computing System, Shanghai 200444, China; Zhejiang Laboratory, Hangzhou 311100, China.

Science bulletin
|June 2, 2023
PubMed
概括

自动MatRegressor通过自动化机器学习 (ML) 模型创建来加速材料属性预测. 这种方法使用meta-learning来选择最佳的算法和超参数,降低实验成本并提高准确性.

关键词:
自动建模自动建模机器学习是机器学习.材料属性预测 材料属性预测超级学习 (Meta-learning) 是一种学习方式.

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