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A Novel Identification Approach Using RFECV–Optuna–XGBoost for Assessing Surrounding Rock Grade of Tunnel Boring Machine Based on Tunneling Parameters.

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Title: A Novel Identification Approach Using RFECV–Optuna–XGBoost for Assessing Surrounding Rock Grade of Tunnel Boring Machine Based on Tunneling Parameters.
Authors: Shi, Kebin1, xndsg@sina.com, Shi, Renyi1, xjshiry@163.com, Fu, Tao1, Lu, Zhipeng1, Zhang, Jianming1
Source: Applied Sciences (2076-3417); Mar2024, Vol. 14 Issue 6, p2347, 23p
Database: Applied Science & Technology Source
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  Data: A Novel Identification Approach Using RFECV–Optuna–XGBoost for Assessing Surrounding Rock Grade of Tunnel Boring Machine Based on Tunneling Parameters.
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  Data: <searchLink fieldCode="AU" term="%22Shi%2C+Kebin%22">Shi, Kebin</searchLink><relatesTo>1</relatesTo>, <i>xndsg@sina.com</i><br /><searchLink fieldCode="AU" term="%22Shi%2C+Renyi%22">Shi, Renyi</searchLink><relatesTo>1</relatesTo>, <i>xjshiry@163.com</i><br /><searchLink fieldCode="AU" term="%22Fu%2C+Tao%22">Fu, Tao</searchLink><relatesTo>1</relatesTo><br /><searchLink fieldCode="AU" term="%22Lu%2C+Zhipeng%22">Lu, Zhipeng</searchLink><relatesTo>1</relatesTo><br /><searchLink fieldCode="AU" term="%22Zhang%2C+Jianming%22">Zhang, Jianming</searchLink><relatesTo>1</relatesTo>
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  Data: <searchLink fieldCode="JN" term="%22Applied+Sciences+%282076-3417%29%22">Applied Sciences (2076-3417)</searchLink>; Mar2024, Vol. 14 Issue 6, p2347, 23p
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        Value: 10.3390/app14062347
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        Text: English
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              Text: Mar2024
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