| 000 -LEADER |
|---|
| fixed length control field |
02282cam a2200361Ka 4500 |
| 003 - CONTROL NUMBER IDENTIFIER |
|---|
| control field |
OSt |
| 005 - DATE AND TIME OF LATEST TRANSACTION |
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| control field |
20200125135517.0 |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION |
|---|
| fixed length control field |
130524s2013 nyu ob 001 0 eng d |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER |
|---|
| International Standard Book Number |
9781461468486 |
|
|---|
| International Standard Book Number |
1461468493 (electronic bk.) |
|
|---|
| International Standard Book Number |
9781461468493 (electronic bk.) |
| 041 ## - Language |
|---|
| Language code of text/sound track or separate title |
eng |
| 050 #4 - LIBRARY OF CONGRESS CALL NUMBER |
|---|
| Classification number |
QA276 |
| Item number |
.K84 2013 |
|
|---|
| Classification number |
QA276 |
| Item number |
.K84 2013 |
| 082 04 - DEWEY DECIMAL CLASSIFICATION NUMBER |
|---|
| Classification number |
519.5 |
| Edition number |
23 |
| Item number |
K961 |
| 100 1# - MAIN ENTRY--PERSONAL NAME |
|---|
| Personal name |
Kuhn, Max. |
| 9 (RLIN) |
36317 |
| 245 10 - IMMEDIATE SOURCE OF ACQUISITION NOTE |
|---|
| Title |
Applied predictive modeling / |
| Statement of responsibility, etc |
Max Kuhn, Kjell Johnson. |
| 260 ## - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT) |
|---|
| Place of publication, distribution, etc |
New York : |
| Name of publisher, distributor, etc |
Springer, |
| Date of publication, distribution, etc |
2013. |
| 300 ## - PHYSICAL DESCRIPTION |
|---|
| Extent |
xiii, 600 p. : |
| Other physical details |
ill. ; |
| Dimensions |
25 cm. |
| 504 ## - BIBLIOGRAPHY, ETC. NOTE |
|---|
| Bibliography, etc |
Includes bibliographical references and index. |
| 505 00 - FORMATTED CONTENTS NOTE |
|---|
| Title |
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 as entry element |
Mathematical models. |
| 9 (RLIN) |
27080 |
|
|---|
| Topical term or geographic name as entry element |
Mathematical statistics. |
| 9 (RLIN) |
2557 |
|
|---|
| Topical term or geographic name as entry element |
Prediction theory. |
| 9 (RLIN) |
30489 |
| 700 1# - ADDED ENTRY--PERSONAL NAME |
|---|
| Personal name |
Johnson, Kjell. |
| 9 (RLIN) |
36318 |
| Relator term |
author |
| 710 2# - ADDED ENTRY--CORPORATE NAME |
|---|
| Corporate name or jurisdiction name as entry element |
Ohio Library and Information Network. |
| 773 0# - HOST ITEM ENTRY |
|---|
| Title |
SpringerLink |
| Record control number |
(OCoLC)43927870. |
|
|---|
| Title |
OhioLINK electronic book center (Online) |
| Record control number |
(OCoLC)180989150. |
| 856 40 - ELECTRONIC LOCATION AND ACCESS |
|---|
| Materials specified |
OhioLINK |
| Uniform Resource Identifier |
http://rave.ohiolink.edu/ebooks/ebc/9781461468493 |
| Public note |
Connect to resource |
|
|---|
| Materials specified |
SpringerLink |
| Uniform Resource Identifier |
http://dx.doi.org/10.1007/978-1-4614-6849-3 |
| Public note |
Connect to resource |
|
|---|
| Materials specified |
SpringerLink |
| Uniform Resource Identifier |
http://proxy.ohiolink.edu:9099/login?url=http://dx.doi.org/10.1007/978-1-4614-6849-3 |
| Public note |
Connect to resource (off-campus access) |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) |
|---|
| Source of classification or shelving scheme |
|
| Item type |
Book |
