MARC details
| 000 -LEADER |
|---|
| fixed length control field |
02223cam a22003977i 4500 |
| 001 - CONTROL NUMBER |
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| control field |
17629633 |
| 003 - CONTROL NUMBER IDENTIFIER |
|---|
| control field |
ZET-ke |
| 005 - DATE AND TIME OF LATEST TRANSACTION |
|---|
| control field |
20210614151129.0 |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION |
|---|
| fixed length control field |
130219s2013 nyua b 001 0 eng d |
| 010 ## - LIBRARY OF CONGRESS CONTROL NUMBER |
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| LC control number |
2013933452 |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER |
|---|
| International Standard Book Number |
9781461468486 (alk. paper) |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER |
|---|
| International Standard Book Number |
1461468485 (alk. paper) |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER |
|---|
| Cancelled/invalid ISBN |
9781461468493 (ebk.) |
| 035 ## - SYSTEM CONTROL NUMBER |
|---|
| System control number |
(OCoLC)ocn827083441 |
| 040 ## - CATALOGING SOURCE |
|---|
| Original cataloging agency |
YDXCP |
| Language of cataloging |
eng |
| Transcribing agency |
ZET-ke |
| Modifying agency |
BTCTA |
| -- |
DMF |
| -- |
IXA |
| -- |
OHX |
| -- |
OCLCF |
| -- |
ZET-ke |
| 042 ## - AUTHENTICATION CODE |
|---|
| Authentication code |
lccopycat |
| 050 00 - LIBRARY OF CONGRESS CALL NUMBER |
|---|
| Classification number |
QA276 |
| Item number |
.K84 2013 |
| 072 #7 - SUBJECT CATEGORY CODE |
|---|
| Subject category code |
QA |
| Source |
lcco |
| 100 1# - MAIN ENTRY--PERSONAL NAME |
|---|
| Personal name |
Kuhn, Max. |
| 245 10 - TITLE STATEMENT |
|---|
| 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 |
c2013. |
| 300 ## - PHYSICAL DESCRIPTION |
|---|
| Extent |
xiii, 600 p. : |
| Other physical details |
ill. (some col.) ; |
| Dimensions |
24 cm. |
| 504 ## - BIBLIOGRAPHY, ETC. NOTE |
|---|
| Bibliography, etc |
Includes bibliographical references (pages 569-587) 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 statistics. |
| 9 (RLIN) |
890 |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name as entry element |
Mathematical models. |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name as entry element |
Prediction theory. |
| 650 #7 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name as entry element |
Mathematical models. |
| Source of heading or term |
fast |
| 650 #7 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name as entry element |
Mathematical statistics. |
| Source of heading or term |
fast |
| 9 (RLIN) |
890 |
| 650 #7 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name as entry element |
Prediction theory. |
| Source of heading or term |
fast |
| 700 1# - ADDED ENTRY--PERSONAL NAME |
|---|
| Personal name |
Johnson, Kjell. |
| 906 ## - LOCAL DATA ELEMENT F, LDF (RLIN) |
|---|
| a |
7 |
| b |
cbc |
| c |
copycat |
| d |
2 |
| e |
ncip |
| f |
20 |
| g |
y-gencatlg |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) |
|---|
| Source of classification or shelving scheme |
Library of Congress Classification |
| Koha item type |
Books |
| Classification part |
QA276 |
| Item part |
.K84 2013 |
| Call number prefix |
QA276 |
| Call number suffix |
.K84 2013 |
