An introduction to machine learning
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| Format: | Buch |
| Sprache: | English |
| Veröffentlicht: |
Cham [u.a.]
Springer
2015
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| Schlagworte: | |
| Online-Zugang: | Inhaltstext |
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| 653 | |a UYQP ; BIC Subject Heading | ||
| 653 | |a decision trees | ||
| 653 | |a nearest neighbor classifiers | ||
| 653 | |a time-varying classes, imbalanced representation | ||
| 653 | |a boosting | ||
| 653 | |a genetic algorithms | ||
| 653 | |a neural networks | ||
| 653 | |a computational learning theory | ||
| 653 | |a Applications | ||
| 653 | |a bayesian classifiers | ||
| 653 | |a statistical significance | ||
| 653 | |a reinforcement learning | ||
| 653 | |a performance evaluation | ||
| 653 | |a linear and polynomial classifiers | ||
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Datensatz im Suchindex
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| any_adam_object | |
| author | Kubat, Miroslav 1958- |
| author_GND | (DE-588)1140076752 |
| author_facet | Kubat, Miroslav 1958- |
| author_role | aut |
| author_sort | Kubat, Miroslav 1958- |
| author_variant | m k mk |
| building | Verbundindex |
| bvnumber | BV042755689 |
| classification_rvk | ST 300 ST 304 |
| ctrlnum | (OCoLC)920524675 (DE-599)DNB1070700517 |
| discipline | Informatik |
| format | Book |
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| id | DE-604.BV042755689 |
| illustrated | Illustrated |
| indexdate | 2024-12-24T04:32:35Z |
| institution | BVB |
| isbn | 9783319200095 9783319348865 |
| language | English |
| oai_aleph_id | oai:aleph.bib-bvb.de:BVB01-028186340 |
| oclc_num | 920524675 |
| open_access_boolean | |
| owner | DE-573 DE-83 DE-1050 |
| owner_facet | DE-573 DE-83 DE-1050 |
| physical | XIII, 291 S. Ill., graph. Darst. 235 mm x 155 mm, 0 g |
| publishDate | 2015 |
| publishDateSearch | 2015 |
| publishDateSort | 2015 |
| publisher | Springer |
| record_format | marc |
| spelling | Kubat, Miroslav 1958- Verfasser (DE-588)1140076752 aut An introduction to machine learning Miroslav Kubat Cham [u.a.] Springer 2015 XIII, 291 S. Ill., graph. Darst. 235 mm x 155 mm, 0 g txt rdacontent n rdamedia nc rdacarrier Künstliche Intelligenz (DE-588)4033447-8 gnd rswk-swf Computersimulation (DE-588)4148259-1 gnd rswk-swf Maschinelles Lernen (DE-588)4193754-5 gnd rswk-swf Informatik (DE-588)4026894-9 gnd rswk-swf Informationssystem (DE-588)4072806-7 gnd rswk-swf Upper undergraduate ; Zielgruppe UYQP ; BIC Subject Heading decision trees nearest neighbor classifiers time-varying classes, imbalanced representation boosting genetic algorithms neural networks computational learning theory Applications bayesian classifiers statistical significance reinforcement learning performance evaluation linear and polynomial classifiers Informatik (DE-588)4026894-9 s Informationssystem (DE-588)4072806-7 s Künstliche Intelligenz (DE-588)4033447-8 s Computersimulation (DE-588)4148259-1 s Maschinelles Lernen (DE-588)4193754-5 s 1\p DE-604 Erscheint auch als Online-Ausgabe 978-3-319-20010-1 X:MVB text/html http://deposit.dnb.de/cgi-bin/dokserv?id=5244188&prov=M&dok_var=1&dok_ext=htm Inhaltstext 1\p cgwrk 20201028 DE-101 https://d-nb.info/provenance/plan#cgwrk |
| spellingShingle | Kubat, Miroslav 1958- An introduction to machine learning Künstliche Intelligenz (DE-588)4033447-8 gnd Computersimulation (DE-588)4148259-1 gnd Maschinelles Lernen (DE-588)4193754-5 gnd Informatik (DE-588)4026894-9 gnd Informationssystem (DE-588)4072806-7 gnd |
| subject_GND | (DE-588)4033447-8 (DE-588)4148259-1 (DE-588)4193754-5 (DE-588)4026894-9 (DE-588)4072806-7 |
| title | An introduction to machine learning |
| title_auth | An introduction to machine learning |
| title_exact_search | An introduction to machine learning |
| title_full | An introduction to machine learning Miroslav Kubat |
| title_fullStr | An introduction to machine learning Miroslav Kubat |
| title_full_unstemmed | An introduction to machine learning Miroslav Kubat |
| title_short | An introduction to machine learning |
| title_sort | an introduction to machine learning |
| topic | Künstliche Intelligenz (DE-588)4033447-8 gnd Computersimulation (DE-588)4148259-1 gnd Maschinelles Lernen (DE-588)4193754-5 gnd Informatik (DE-588)4026894-9 gnd Informationssystem (DE-588)4072806-7 gnd |
| topic_facet | Künstliche Intelligenz Computersimulation Maschinelles Lernen Informatik Informationssystem |
| url | http://deposit.dnb.de/cgi-bin/dokserv?id=5244188&prov=M&dok_var=1&dok_ext=htm |
| work_keys_str_mv | AT kubatmiroslav anintroductiontomachinelearning |