Data Mining with Decision Trees (Record no. 15865)
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| 000 -LEADER | |
|---|---|
| fixed length control field | 02090nam a2200289Ia 4500 |
| 003 - CONTROL NUMBER IDENTIFIER | |
| control field | OSt |
| 005 - DATE AND TIME OF LATEST TRANSACTION | |
| control field | 20251224095833.0 |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION | |
| fixed length control field | 220909b |||||||| |||| 00| 0 eng d |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| International Standard Book Number | 9789814590075 |
| 037 ## - SOURCE OF ACQUISITION | |
| Terms of availability | Textual |
| 040 ## - CATALOGING SOURCE | |
| Original cataloging agency | CSL |
| Language of cataloging | eng |
| Transcribing agency | CSL |
| 041 ## - LANGUAGE CODE | |
| Language code of text/sound track or separate title | eng |
| 084 ## - COLON CLASSIFICATION NUMBER | |
| Classification number | D65,8(B),27, Q5 |
| Assigning agency | CSL |
| 100 ## - MAIN ENTRY--PERSONAL NAME | |
| Personal name | Rokach, Lior |
| Relator term | author. |
| 9 (RLIN) | 859168 |
| 245 #0 - TITLE STATEMENT | |
| Title | Data Mining with Decision Trees |
| Remainder of title | : Theory and Applicatios |
| 250 ## - EDITION STATEMENT | |
| Edition statement | 2nd |
| 260 ## - PUBLICATION, DISTRIBUTION, ETC. | |
| Place of publication, distribution, etc. | Singapore: |
| Name of publisher, distributor, etc. | World Scientifc, |
| Date of publication, distribution, etc. | 2015. |
| 300 ## - PHYSICAL DESCRIPTION | |
| Extent | xxi, 305p. |
| Other physical details | : ill. |
| 500 ## - GENERAL NOTE | |
| General note | Bibliography 273-302p.; Index 303-305p. |
| 520 ## - SUMMARY, ETC. | |
| Summary, etc. | Decision trees have become one of the most powerful and popular approaches in knowledge discovery and data mining; it is the science of exploring large and complex bodies of data in order to discover useful patterns. Decision tree learning continues to evolve over time. Existing methods are constantly being improved and new methods introduced.This 2nd Edition is dedicated entirely to the field of decision trees in data mining; to cover all aspects of this important technique, as well as improved or new methods and techniques developed after the publication of our first edition. In this new edition, all chapters have been revised and new topics brought in. New topics include Cost-Sensitive Active Learning, Learning with Uncertain and Imbalanced Data, Using Decision Trees beyond Classification Tasks, Privacy Preserving Decision Tree Learning, Lessons Learned from Comparative Studies, and Learning Decision Trees for Big Data. A walk-through guide to existing open-source data mining software is also included in this edition.This book invites readers to explore the many benefits in data mining that decision trees offer: |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name entry element | Fuzzy decision trees |
| 9 (RLIN) | 859169 |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name entry element | Pruning trees |
| 9 (RLIN) | 859170 |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name entry element | Training decision trees |
| 9 (RLIN) | 859171 |
| 700 ## - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Maimon, Oded |
| Relator term | author. |
| 9 (RLIN) | 859172 |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) | |
| Classification part | D65,8(B),27, Q5 |
| Koha item type | Textual |
| Source of classification or shelving scheme | Colon Classification (CC) |
| Edition | 2nd |
| Suppress in OPAC | No |
| Withdrawn status | Lost status | Damaged status | Not for loan | Home library | Current library | Date acquired | Source of acquisition | Total Checkouts | Full call number | Barcode | Date last seen | Price effective from | Koha item type |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Central Science Library | Central Science Library | 2022-09-12 | 2950, 18/03/2015, Ashutosh Technical Books | D65,8(B),27 Q5 | SL1598369 | 2022-09-12 | 2022-09-12 | Textual |