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LDR02890cmm uu200613Ka 4500
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003OCoLC
00520230519142927
006m o d
007cr cnu---unuuu
008120604s2012 maua ob 001 0 eng d
010 ▼a 2011038972
019 ▼a 798055952
020 ▼a 9780262301183 (electronic bk.)
020 ▼a 0262301180 (electronic bk.)
020 ▼z 9780262017183
020 ▼z 0262017180
0248 ▼a 9786613655288
0291 ▼a DEBSZ ▼b 372597068
0291 ▼a NZ1 ▼b 14793068
0291 ▼a AU@ ▼b 000050859283
035 ▼a (OCoLC)794669892
037 ▼a 365528 ▼b MIL
040 ▼a N$T ▼c N$T ▼d YDXCP ▼d CDX ▼d OCLCO ▼d COO ▼d E7B ▼d OCLCQ ▼d DEBSZ ▼d OCLCQ ▼d IEEEE ▼d OSU ▼d OCLCF ▼d 248032
049 ▼a K4RA
050 4 ▼a Q325.75 ▼b .S33 2012eb
072 7 ▼a COM ▼x 005030 ▼2 bisacsh
072 7 ▼a COM ▼x 004000 ▼2 bisacsh
08204 ▼a 006.3/1 ▼2 23
1001 ▼a Schapire, Robert E.
24510 ▼a Boosting ▼h [electronic resource] : ▼b foundations and algorithms / ▼c Robert E. Schapire and Yoav Freund.
260 ▼a Cambridge, MA : ▼b MIT Press, ▼c c2012.
300 ▼a 1 online resource (xv, 526 p.) : ▼b ill.
4901 ▼a Adaptive computation and machine learning
504 ▼a Includes bibliographical references and index.
5050 ▼a Foundations of machine learning -- Using AdaBoost to minimize training error -- Direct bounds on the generalization error -- The margins explanation for boosting's effectiveness -- Game theory, online learning, and boosting -- Loss minimization and generalizations of boosting -- Boosting, convex optimization, and information geometry -- Using confidence-rated weak predictions -- Multiclass classification problems -- Learning to rank -- Attaining the best possible accuracy -- Optimally efficient boosting -- Boosting in continuous time.
588 ▼a Description based on print version record.
650 0 ▼a Boosting (Algorithms)
650 0 ▼a Supervised learning (Machine learning)
650 7 ▼a COMPUTERS / Enterprise Applications / Business Intelligence Tools. ▼2 bisacsh
650 7 ▼a COMPUTERS / Intelligence (AI) & Semantics. ▼2 bisacsh
650 7 ▼a Boosting (Algorithms). ▼2 fast ▼0 (OCoLC)fst01893023
650 7 ▼a Supervised learning (Machine learning). ▼2 fast ▼0 (OCoLC)fst01139041
655 4 ▼a Electronic books.
7001 ▼a Freund, Yoav.
77608 ▼i Print version: ▼a Schapire, Robert E. ▼t Boosting. ▼d Cambridge, MA : MIT Press, c2012 ▼z 9780262017183 ▼w (DLC) 2011038972 ▼w (OCoLC)758388404
830 0 ▼a Adaptive computation and machine learning.
85640 ▼3 EBSCOhost ▼u http://search.ebscohost.com/login.aspx?direct=true&scope=site&db=nlebk&db=nlabk&AN=458478
938 ▼a YBP Library Services ▼b YANK ▼n 8276349
938 ▼a Coutts Information Services ▼b COUT ▼n 22587840
938 ▼a EBSCOhost ▼b EBSC ▼n 458478
938 ▼a ebrary ▼b EBRY ▼n ebr10569012
990 ▼a 관리자
994 ▼a 92 ▼b K4R