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分割統治による Support Vector Machine の学習の高速化
http://hdl.handle.net/10458/878
http://hdl.handle.net/10458/8783adc2a9f-4123-4ca7-b320-61275749da9f
名前 / ファイル | ライセンス | アクション |
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KJ00004682908.pdf (783.8 kB)
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Item type | 紀要論文 / Departmental Bulletin Paper(1) | |||||
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公開日 | 2007-10-30 | |||||
タイトル | ||||||
言語 | ja | |||||
タイトル | 分割統治による Support Vector Machine の学習の高速化 | |||||
タイトル | ||||||
言語 | en | |||||
タイトル | High-Speed Learning of Support Vector Machine by Divide and Conquer Method | |||||
言語 | ||||||
言語 | jpn | |||||
キーワード | ||||||
言語 | en | |||||
主題Scheme | Other | |||||
主題 | Support Vector Machine, Divide and Conquer, Pattern Classification, Kernel, Parallel | |||||
資源タイプ | ||||||
資源タイプ識別子 | http://purl.org/coar/resource_type/c_6501 | |||||
資源タイプ | departmental bulletin paper | |||||
その他(別言語等)のタイトル | ||||||
その他のタイトル | ブンカツ トウチ ニ ヨル Support Vector Machine ノ ガクシュウ ノ コウソクカ | |||||
言語 | ja-Kana | |||||
著者 |
山森, 一人
× 山森, 一人× 岩崎, 隆× 吉原, 郁夫× 相川, 勝× Yamamori, Kunihoto× Iwasaki, Takashi |
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抄録 | ||||||
内容記述タイプ | Abstract | |||||
内容記述 | Item Response Theory (IRT) is a method to analyze test and test items with assumpitions on the mathematical relationship between abilities and item responses. IRT is used for developing and refining test items in many fields of education. In this work, we carried out an IRT analysis by using data obtained from two types of programming tests. We applied the two parameter logistic model with item parameters aj and bj. The item parameter aj represents the discrimination power of the jth test item, and bj estimates ability, and this is caused partially by the insufficient number of test items. | |||||
言語 | en | |||||
書誌情報 |
ja : 宮崎大学工学部紀要 en : Memoirs of Faculty of Engineering, University of Miyazaki 巻 36, p. 339-344, 発行日 2007-08-30 |
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出版者 | ||||||
言語 | ja | |||||
出版者 | 宮崎大学工学部 | |||||
出版者 | ||||||
言語 | en | |||||
出版者 | Faculty of Engineering, University of Miyazaki | |||||
ISSN | ||||||
収録物識別子タイプ | ISSN | |||||
収録物識別子 | 05404924 | |||||
書誌レコードID | ||||||
収録物識別子タイプ | NCID | |||||
収録物識別子 | AA00732558 | |||||
著者版フラグ | ||||||
出版タイプ | VoR | |||||
出版タイプResource | http://purl.org/coar/version/c_970fb48d4fbd8a85 |