000 | 01012nam a22002297a 4500 | ||
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003 | KeNaZET | ||
005 | 20241029122651.0 | ||
007 | ta | ||
008 | 241029b |||||||| |||| 00| 0 eng d | ||
022 | _a9789811519697 | ||
040 | _cZETKe | ||
050 | _aQA76.73 .Z46 2021 | ||
100 |
_aZhi-Hua Zhou _eauthor _94998 |
||
245 |
_aMachine learning: _cZhi-Hua Zhou |
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260 |
_aGateway East, Singapore _bSpringer _cc2021 |
||
300 |
_axiii, 453p.: _bill,; _c25cm |
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504 | _aincludes index | ||
505 | _aIntroduction -- Model selection and evaluation -- Linear model -- Decision tree -- Neural networks -- Support vector machine -- Bayes classifiers -- Ensemble learning -- Clustering -- Dimensionality reduction and metric learning -- Feature selection and spare learning -- Computational learning theory -- Semi-supervised learning -- Probabilistic graphical model -- Rule learning -- Reinforcement learning | ||
700 |
_aZhi-Hua Zhou _eauthor _94998 |
||
700 |
_aLiu Shaowu _etranslator _94999 |
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942 |
_2lcc _cBK |
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999 |
_c6302 _d6302 |