Extracting Rules from Trained Machine Learning Models with Applications in Bioinformatics

Extracting Rules from Trained Machine Learning Models with Applications in Bioinformatics

京都大学 === 新制・課程博士 === 博士(情報学) === 甲第23397号 === 情博第766号 === 新制||情||131(附属図書館) === 京都大学大学院情報学研究科知能情報学専攻 === (主査)教授 阿久津 達也, 教授 山本 章博, 教授 鹿島 久嗣 === 学位規則第4条第1項該当 === Doctor of Informatics === Kyoto University === DFAM...

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Bibliographic Details
Main Author: Liu, Pengyu
Other Authors: 劉, 鵬宇
Format: Doctoral Thesis
Language:English
Published: Kyoto University 2021
Subjects:
Machine learning
Neural networks
Boolean functions
Rule extraction
Dynamic programming
Dicer cleavage site
Gradient boosting machine
007
Online Access:http://hdl.handle.net/2433/264678

Internet

http://hdl.handle.net/2433/264678

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