Handling mixed categorical and numerical features in machine learning techniques / (Record no. 58763)
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| 000 -LEADER | |
|---|---|
| fixed length control field | 02041cam a2200337 a 4500 |
| 003 - CONTROL NUMBER IDENTIFIER | |
| control field | EG-GiCUC |
| 005 - DATE AND TIME OF LATEST TRANSACTION | |
| control field | 20250223031618.0 |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION | |
| fixed length control field | 161124s2016 ua dh f m 000 0 eng d |
| 040 ## - CATALOGING SOURCE | |
| Original cataloging agency | EG-GiCUC |
| Language of cataloging | eng |
| Transcribing agency | EG-GiCUC |
| 041 0# - LANGUAGE CODE | |
| Language code of text/sound track or separate title | eng |
| 049 ## - LOCAL HOLDINGS (OCLC) | |
| Holding library | Deposite |
| 097 ## - Thesis Degree | |
| Thesis Level | M.Sc |
| 099 ## - LOCAL FREE-TEXT CALL NUMBER (OCLC) | |
| Classification number | Cai01.13.06.M.Sc.2016.Di.H |
| 100 0# - MAIN ENTRY--PERSONAL NAME | |
| Personal name | Dina Tantawy Hassan Saleh |
| 245 10 - TITLE STATEMENT | |
| Title | Handling mixed categorical and numerical features in machine learning techniques / |
| Statement of responsibility, etc. | Dina Tantawy Hassan Saleh ; Supervised Amir Fouad Sorial Atiya , Olfat Gamil Shaker |
| 246 15 - VARYING FORM OF TITLE | |
| Title proper/short title | معالجة الخصائص الرقمية والفئوية المختلطة في طرق تعليم الآلة |
| 260 ## - PUBLICATION, DISTRIBUTION, ETC. | |
| Place of publication, distribution, etc. | Cairo : |
| Name of publisher, distributor, etc. | Dina Tantawy Hassan Saleh , |
| Date of publication, distribution, etc. | 2016 |
| 300 ## - PHYSICAL DESCRIPTION | |
| Extent | 94 P. : |
| Other physical details | charts , facsimiles ; |
| Dimensions | 30cm |
| 502 ## - DISSERTATION NOTE | |
| Dissertation note | Thesis (M.Sc.) - Cairo University - Faculty of Engineering - Department of Computer Engineering |
| 520 ## - SUMMARY, ETC. | |
| Summary, etc. | Most classi{uFB01}ers cannot handle mixed categorical and numerical features directly. Each classi{uFB01}er is usually built for only one type of features either categorical or numerical ones. This study analyzes the handling technique using mid-sized data on several di{uFB00}erent classi{uFB01}ers. It also introduce a number of new techniques like dynamic simplex, catRank, Joint measure and devise the proof for kernelized versions of IOF, OF, Goodall, Lin and overlap measures. A case study on breast cancer prediction is also provided with some recommendation for both medical and machine learning parts. The study reveals an association between classi{uFB01}ers and techniques and provides some recommendation for handling techniques usage |
| 530 ## - ADDITIONAL PHYSICAL FORM AVAILABLE NOTE | |
| Additional physical form available note | Issued also as CD |
| 653 #4 - INDEX TERM--UNCONTROLLED | |
| Uncontrolled term | Classi{uFB01}cation |
| 653 #4 - INDEX TERM--UNCONTROLLED | |
| Uncontrolled term | Machine Learning |
| 653 #4 - INDEX TERM--UNCONTROLLED | |
| Uncontrolled term | Mixed Categorical and Numerical |
| 700 0# - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Amir Fouad Sorial Atiya , |
| Relator term | |
| 700 0# - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Olfat Gamil Shaker , |
| Relator term | |
| 856 ## - ELECTRONIC LOCATION AND ACCESS | |
| Uniform Resource Identifier | <a href="http://172.23.153.220/th.pdf">http://172.23.153.220/th.pdf</a> |
| 905 ## - LOCAL DATA ELEMENT E, LDE (RLIN) | |
| Cataloger | Nazla |
| Reviser | Revisor |
| 905 ## - LOCAL DATA ELEMENT E, LDE (RLIN) | |
| Cataloger | Samah |
| Reviser | Cataloger |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) | |
| Source of classification or shelving scheme | Dewey Decimal Classification |
| Koha item type | Thesis |
| Source of classification or shelving scheme | Not for loan | Home library | Current library | Date acquired | Full call number | Barcode | Date last seen | Koha item type | Copy number |
|---|---|---|---|---|---|---|---|---|---|
| Dewey Decimal Classification | المكتبة المركزبة الجديدة - جامعة القاهرة | قاعة الرسائل الجامعية - الدور الاول | 11.02.2024 | Cai01.13.06.M.Sc.2016.Di.H | 01010110069998000 | 22.09.2023 | Thesis | ||
| Dewey Decimal Classification | المكتبة المركزبة الجديدة - جامعة القاهرة | مخـــزن الرســائل الجـــامعية - البدروم | 11.02.2024 | Cai01.13.06.M.Sc.2016.Di.H | 01020110069998000 | 22.09.2023 | CD - Rom | 69998.CD |