عرض عادي
R and data mining : examples and case studies / Yanchang Zhao.
نوع المادة :
نصالناشر:San Diego, CA : Academic Press, 2013الطبعات:First editionوصف:xiii, 234 pages : illustrations ; 24 cmنوع المحتوى:- text
- unmediated
- volume
- 0123969638 (hbk)
- 9780123969637 (hbk)
- QA76.73.R3 Z43 2013
المحتويات:
Data import and export -- Data exploration -- Decision trees and random forest -- Regression -- Clustering -- Outlier detection -- Time series analysis and mining -- Association rules -- Text mining -- Social network analysis -- Case study 1. Analysis and forecasting of house price indices -- Case study 2. Customer response prediction and profit optimization -- Case study 3. Predictive modeling of big data with limited memory -- Online resources.
| نوع المادة | المكتبة الحالية | رقم الطلب | رقم النسخة | حالة | تاريخ الإستحقاق | الباركود | |
|---|---|---|---|---|---|---|---|
كتاب
|
UAE Federation Library | مكتبة اتحاد الإمارات General Collection | المجموعات العامة | QA76.73.R3 Z43 2013 (إستعراض الرف(يفتح أدناه)) | C.1 | Library Use Only | داخل المكتبة فقط | 300100321431 |
Includes bibliographical references and indexes.
Data import and export -- Data exploration -- Decision trees and random forest -- Regression -- Clustering -- Outlier detection -- Time series analysis and mining -- Association rules -- Text mining -- Social network analysis -- Case study 1. Analysis and forecasting of house price indices -- Case study 2. Customer response prediction and profit optimization -- Case study 3. Predictive modeling of big data with limited memory -- Online resources.
