Introduction to classifier performance analysis with R / (Record no. 43887)

MARC details
001 - CONTROL NUMBER
control field 23885024
003 - CONTROL NUMBER IDENTIFIER
control field 0000
005 - DATE AND TIME OF LATEST TRANSACTION
control field 20251017105957.0
007 - PHYSICAL DESCRIPTION FIXED FIELD--GENERAL INFORMATION
fixed length control field t|
008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION
fixed length control field 241006t20252025flua b 001 0 eng
010 ## - LIBRARY OF CONGRESS CONTROL NUMBER
LC control number 2024024304
020 ## - INTERNATIONAL STANDARD BOOK NUMBER
International Standard Book Number 9781032850108
035 ## - SYSTEM CONTROL NUMBER
System control number 23885024
035 ## - SYSTEM CONTROL NUMBER
System control number (DLC)23885024
040 ## - CATALOGING SOURCE
Original cataloging agency DLC
Language of cataloging eng
Description conventions rda
Transcribing agency DLC
Modifying agency DLC
-- DLC-MRC
042 ## - AUTHENTICATION CODE
Authentication code pcc
050 00 - LIBRARY OF CONGRESS CALL NUMBER
Classification number QA 278.65 .S29
082 00 - DEWEY DECIMAL CLASSIFICATION NUMBER
Classification number 519.5/35
Edition number 23/eng/20241118
100 1# - MAIN ENTRY--PERSONAL NAME
Personal name Saw, Sutaip L.C.
Relator term author
Relator code aut
-- http://id.loc.gov/vocabulary/relators/aut
Authority record control number http://id.loc.gov/authorities/names/n2024052979
245 10 - TITLE STATEMENT
Title Introduction to classifier performance analysis with R /
Statement of responsibility, etc Sutaip L.C. Saw.
264 #1 - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT)
Place of publication, distribution, etc Boca Raton :
Name of publisher, distributor, etc CRC Press, Taylor and Francis Group,
Date of publication, distribution, etc 2025.
264 #4 - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT)
Date of publication, distribution, etc 2025
Place of publication, distribution, etc Boca Raton :
Name of publisher, distributor, etc CRC Press, Taylor and Francis Group,
300 ## - PHYSICAL DESCRIPTION
Extent xix, 201 pages
Other physical details illustrations
Dimensions 24 cm.
336 ## - CONTENT TYPE
Content type term text
Content type code txt
Source rdacontent
337 ## - MEDIA TYPE
Media type term unmediated
Media type code n
Source rdamedia
338 ## - CARRIER TYPE
Carrier type term volume
Carrier type code nc
Source rdacarrier
340 ## - PHYSICAL MEDIUM
Authority record control number or standard number http://id.loc.gov/vocabulary/millus/ill
340 ## - PHYSICAL MEDIUM
Authority record control number or standard number http://id.loc.gov/vocabulary/mcolor/mul
490 0# - SERIES STATEMENT
Series statement Chapman & Hall/CRC data science series
504 ## - BIBLIOGRAPHY, ETC. NOTE
Bibliography, etc Includes bibliographical references (pages 187-196) and index.
505 0# - FORMATTED CONTENTS NOTE
Formatted contents note Introduction to classification -- Classifier performance measures -- Classifier performance curves -- Comparative analysis of classifiers -- Multiclass CPA -- Additional topics in CPA.
520 ## - SUMMARY, ETC.
Summary, etc "Introduction to Classifier Performance Analysis with R provides an introductory account of commonly used CPA techniques for binary and multiclass problems, and use of the R software system to accomplish the analysis. Coverage draws on the extensive literature available on the subject, including descriptive and inferential approaches to CPA. Exercises are included at the end of each chapter to reinforce learning"-- Provided by publisher.
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Discriminant analysis
Authority record control number http://id.loc.gov/authorities/subjects/sh85038374
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element R (Computer program language)
Authority record control number http://id.loc.gov/authorities/subjects/sh2002004407
776 1# - ADDITIONAL PHYSICAL FORM ENTRY
Relationship information Online version
Relationshop code http://id.loc.gov/entities/relationships/onlineversion
Main entry heading Saw, Sutaip L.C.
Title Introduction to classifier performance analysis with R
Place, publisher, and date of publication [Boca Raton]: [Taylor and Francis], [2024]
Record control number (DLC) 2024024305
International Standard Book Number 9781003518679
906 ## - LOCAL DATA ELEMENT F, LDF (RLIN)
a 7
b cbc
c orignew
d 1
e ecip
f 20
g y-gencatlg
942 ## - ADDED ENTRY ELEMENTS (KOHA)
Source of classification or shelving scheme Library of Congress Classification
Koha item type Books
Holdings
Withdrawn status Lost status Source of classification or shelving scheme Damaged status Not for loan Permanent Location Current Location Date acquired Total Checkouts Full call number Barcode Date last seen Price effective from Koha item type
    Library of Congress Classification     NILE UNIVERSITY OF NIGERIA - MAIN LIBRARY NILE UNIVERSITY OF NIGERIA - MAIN LIBRARY 10/17/2025   QA 278.65 .S29 2025 0199375 10/17/2025 10/17/2025 Books
    Library of Congress Classification     NILE UNIVERSITY OF NIGERIA - MAIN LIBRARY NILE UNIVERSITY OF NIGERIA - MAIN LIBRARY 10/17/2025   QA 278.65 .S29 2025 0199376 10/17/2025 10/17/2025 Books