Data Mining for Business Analytics: Concepts, Techniques and Applications in R (Record no. 114375)

000 -LEADER
fixed length control field nam a22 4500
003 - CONTROL NUMBER IDENTIFIER
control field OSt
005 - DATE AND TIME OF LATEST TRANSACTION
control field 20190416134315.0
008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION
fixed length control field 190130b ||||| |||| 00| 0 eng d
020 ## - INTERNATIONAL STANDARD BOOK NUMBER
International Standard Book Number 9781118879368
040 ## - CATALOGING SOURCE
Transcribing agency
082 ## - DEWEY DECIMAL CLASSIFICATION NUMBER
Classification number 658.40380
Item number SHM
100 ## - MAIN ENTRY--PERSONAL NAME
Personal name Shmueli, Galit
9 (RLIN) 34955
245 ## - TITLE STATEMENT
Title Data Mining for Business Analytics: Concepts, Techniques and Applications in R
Statement of responsibility, etc. by Galit Shmueli, Peter C. Bruce, Inbal Yahav, Nitin R. Patel and Kenneth C. Lichtendahl
260 ## - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT)
Name of publisher, distributor, etc. John Wiley & Sons, Inc.
Date of publication, distribution, etc. 2018
Place of publication, distribution, etc. Hoboken
300 ## - PHYSICAL DESCRIPTION
Extent 544p
500 ## - GENERAL NOTE
General note Part I: Preliminaries
1. Introduction
2. Overview of the data mining process

Part II: Data Exploration and Dimension Reduction
3. Data visualization
4. Dimension reduction

Part III: Performance Evaluation
5. Evaluating predictive performance

Part IV: Prediction and Classification Methods
6. Multiple linear regression
7. k-Nearest Neighbors (kNN)
8. The Naive Bayes classifier
9. Classification and regression trees
10. Logistic regression
11. Neural nets
12. Discriminant analysis
13. Combining methods : ensembles and uplift modeling

Part V: Mining Relationships Among Records
14. Association rules and collaborative filtering
15. Cluster analysis

Part VI: Forecasting Time Series
16. Handling time series
17. Regression-based forecasting
18. Smoothing methods

Part VII: Data Analytics
19. Social network analytics
20. Text mining

Part VIII: Cases
21. Cases
600 ## - SUBJECT ADDED ENTRY--PERSONAL NAME
Personal name Business mathematics - Computer programs
9 (RLIN) 37239
700 ## - ADDED ENTRY--PERSONAL NAME
Personal name Bruce, Peter C.
9 (RLIN) 37240
700 ## - ADDED ENTRY--PERSONAL NAME
Personal name Yahav, Inbal
9 (RLIN) 37241
700 ## - ADDED ENTRY--PERSONAL NAME
Personal name Patel, Nitin R.
9 (RLIN) 37242
700 ## - ADDED ENTRY--PERSONAL NAME
Personal name Lichtendahl, Kenneth C.
9 (RLIN) 37243
942 ## - ADDED ENTRY ELEMENTS (KOHA)
Source of classification or shelving scheme
Koha item type Book
Call number prefix 658.40380
Call number suffix SHM
Holdings
Withdrawn status Lost status Source of classification or shelving scheme Damaged status Not for loan Collection code Permanent Location Current Location Date acquired Source of acquisition Cost, normal purchase price Total Checkouts Total Renewals Full call number Barcode Date last seen Date checked out Cost, replacement price Price effective from Koha item type
        Not For Loan Reference Institute of Management Institute of Management 2018-12-27 1 6308.64 2 1 658.40380 SHM M0034502 2019-10-23 2019-05-03 10175.23 2018-12-27 Book

Copyrights © Nirma University 2018. All Right Reserved