Data mining with decision trees: theory and applications
Gespeichert in:
| 1. Verfasser: | |
|---|---|
| Format: | Elektronisch E-Book |
| Sprache: | English |
| Veröffentlicht: |
Singapore
World Scientific
c2008
|
| Schriftenreihe: | Series in machine perception and artificial intelligence
v. 69 |
| Schlagworte: | |
| Online-Zugang: | FAW01 FAW02 Volltext |
| Beschreibung: | Includes bibliographical references (p. 215-242) and index 1. Introduction to decision trees -- 2. Growing decision trees -- 3. Evaluation of classification trees -- 4. Splitting criteria -- 5. Pruning trees -- 6. Advanced decision trees -- 7. Decision forests -- 8. Incremental learning of decision trees -- 9. Feature selection -- 10. Fuzzy decision trees -- 11. Hybridization of decision trees with other techniques -- 12. Sequence classification using decision trees |
| Beschreibung: | 1 Online-Ressource (xviii, 244 p.) |
| ISBN: | 9789812771711 9789812771728 9812771719 9812771727 |
Internformat
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Datensatz im Suchindex
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|---|---|
| any_adam_object | |
| author | Rokach, Lior |
| author_facet | Rokach, Lior |
| author_role | aut |
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| dewey-full | 006.312 |
| dewey-hundreds | 000 - Computer science, information, general works |
| dewey-ones | 006 - Special computer methods |
| dewey-raw | 006.312 |
| dewey-search | 006.312 |
| dewey-sort | 16.312 |
| dewey-tens | 000 - Computer science, information, general works |
| discipline | Informatik |
| format | Electronic eBook |
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| indexdate | 2024-07-10T07:19:04Z |
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| isbn | 9789812771711 9789812771728 9812771719 9812771727 |
| language | English |
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| spelling | Rokach, Lior Verfasser aut Data mining with decision trees theory and applications Lior Rokach, Oded Maimon Singapore World Scientific c2008 1 Online-Ressource (xviii, 244 p.) txt rdacontent c rdamedia cr rdacarrier Series in machine perception and artificial intelligence v. 69 Includes bibliographical references (p. 215-242) and index 1. Introduction to decision trees -- 2. Growing decision trees -- 3. Evaluation of classification trees -- 4. Splitting criteria -- 5. Pruning trees -- 6. Advanced decision trees -- 7. Decision forests -- 8. Incremental learning of decision trees -- 9. Feature selection -- 10. Fuzzy decision trees -- 11. Hybridization of decision trees with other techniques -- 12. Sequence classification using decision trees COMPUTERS / Database Management / Data Mining bisacsh Data mining fast Decision trees fast Data mining Decision trees Entscheidungsbaum (DE-588)4347788-4 gnd rswk-swf Data Mining (DE-588)4428654-5 gnd rswk-swf Data Mining (DE-588)4428654-5 s Entscheidungsbaum (DE-588)4347788-4 s 1\p DE-604 Maimon, Oded Sonstige oth http://search.ebscohost.com/login.aspx?direct=true&scope=site&db=nlebk&db=nlabk&AN=236037 Aggregator Volltext 1\p cgwrk 20201028 DE-101 https://d-nb.info/provenance/plan#cgwrk |
| spellingShingle | Rokach, Lior Data mining with decision trees theory and applications COMPUTERS / Database Management / Data Mining bisacsh Data mining fast Decision trees fast Data mining Decision trees Entscheidungsbaum (DE-588)4347788-4 gnd Data Mining (DE-588)4428654-5 gnd |
| subject_GND | (DE-588)4347788-4 (DE-588)4428654-5 |
| title | Data mining with decision trees theory and applications |
| title_auth | Data mining with decision trees theory and applications |
| title_exact_search | Data mining with decision trees theory and applications |
| title_full | Data mining with decision trees theory and applications Lior Rokach, Oded Maimon |
| title_fullStr | Data mining with decision trees theory and applications Lior Rokach, Oded Maimon |
| title_full_unstemmed | Data mining with decision trees theory and applications Lior Rokach, Oded Maimon |
| title_short | Data mining with decision trees |
| title_sort | data mining with decision trees theory and applications |
| title_sub | theory and applications |
| topic | COMPUTERS / Database Management / Data Mining bisacsh Data mining fast Decision trees fast Data mining Decision trees Entscheidungsbaum (DE-588)4347788-4 gnd Data Mining (DE-588)4428654-5 gnd |
| topic_facet | COMPUTERS / Database Management / Data Mining Data mining Decision trees Entscheidungsbaum Data Mining |
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