Applied predictive modeling / (Record no. 198324)
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| 000 -LEADER | |
|---|---|
| fixed length control field | 01870nmm a22003137a 4500 |
| 003 - CONTROL NUMBER IDENTIFIER | |
| control field | SPU |
| 005 - DATE AND TIME OF LATEST TRANSACTION | |
| control field | 20210704205520.0 |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION | |
| fixed length control field | 200717b2013 nyu|||||o|||| 00| 0 eng d |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| International Standard Book Number | 9781461468493 (E-book) |
| 040 ## - CATALOGING SOURCE | |
| Original cataloging agency | SPU |
| Transcribing agency | SPU |
| 050 #4 - LIBRARY OF CONGRESS CALL NUMBER | |
| Classification number | QA 276 |
| Item number | K83A 2013 |
| 100 ## - MAIN ENTRY--PERSONAL NAME | |
| Personal name | Kuhn, Max |
| 9 (RLIN) | 238077 |
| 245 10 - TITLE STATEMENT | |
| Title | Applied predictive modeling / |
| Statement of responsibility, etc. | Max Kuhn, Kjell Johnson |
| Medium | [electronic resource] |
| 260 ## - PUBLICATION, DISTRIBUTION, ETC. | |
| Place of publication, distribution, etc. | New York : |
| Name of publisher, distributor, etc. | Springer, |
| Date of publication, distribution, etc. | 2013 |
| 300 ## - PHYSICAL DESCRIPTION | |
| Extent | 1 online resource |
| 449 ## - DEPARTMENT (SPU) | |
| Department name | บางเขน. สำนักวิชาศึกษาทั่วไป. คณิตศาสตร์ประยุกต์ |
| 449 ## - DEPARTMENT (SPU) | |
| Department name | บางเขน. คณะเทคโนโลยีสารสนเทศ. เทคโนโลยีสารสนเทศและการสื่อสาร |
| 504 ## - BIBLIOGRAPHY, ETC. NOTE | |
| Bibliography, etc. note | Includes bibliographical references and index |
| 505 ## - FORMATTED CONTENTS NOTE | |
| Formatted contents note | General strategies -- A short tour of the predictive modeling process -- Data pre-processing -- Over-fitting and model tuning -- Regression models -- Measuring performance in regression models -- Linear regression and its cousins -- Nonlinear regression models -- Regression trees and rule-based models -- A summary of solubility models -- Case study : compressive strength of concrete mixtures -- classification models -- Measuring performance in classification models -- Discriminant analysis and other linear classification models -- Nonlinear classification Models -- Classification trees and rule-based models -- A summary of grant application models -- Remedies for severe class imbalance -- Case study : Job scheduling -- Other considerations -- Measuring predictor importance -- An introduction to feature selection -- Factors that can affect model performance |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name entry element | MATHEMATICAL MODELS |
| 9 (RLIN) | 46876 |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name entry element | MATHEMATICAL STATISTICS |
| 9 (RLIN) | 35000 |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name entry element | PREDICTION THEORY |
| 9 (RLIN) | 237949 |
| 700 ## - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Johnson, Kjell |
| 9 (RLIN) | 238078 |
| 850 ## - HOLDING INSTITUTION | |
| Holding institution | SPU |
| 856 ## - ELECTRONIC LOCATION AND ACCESS | |
| Uniform Resource Identifier | <a href="https://drive.google.com/file/d/1Ug_FnaB-F7ixhYxN09s-s8l9lZDyqleX/view?usp=sharing">https://drive.google.com/file/d/1Ug_FnaB-F7ixhYxN09s-s8l9lZDyqleX/view?usp=sharing</a> |
| Link text | View Full-text |
| 910 ## - ACQUISITION INFORMATION (SPU) | |
| Purchaser | Library |
| Publisher | Springer |
| Accession date | 170720 |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) | |
| Source of classification or shelving scheme | Library of Congress Classification |
| Koha item type | E-Book |
| 998 ## - STAFF NAME (SPU) | |
| ผู้ลงรายการ | niparat 0720 |
| ผู้วิเคราะห์รายการ | niparat 0720 |
| Withdrawn status | Lost status | Damaged status | Not for loan | Collection code | Home library | Current library | Shelving location | Date acquired | Full call number | Barcode | Date last seen | Price effective from | Koha item type |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Available | Electronic Resources | SPU Library, Bangkok (Main Campus) | SPU Library, Bangkok (Main Campus) | On Display | 17/07/2020 | QA 276 K83A 2013 | 9781461468493 | 17/07/2020 | 17/07/2020 | E-Book |