BIBFRAME Work

Title

Introduction to classifier performance analysis with R

Type

• Monograph
• Text

Contribution

• Saw, Sutaip L.C. (author )

Subject

• Discriminant analysis (LCSH)
• R (Computer program language) (LCSH)

Language

• English

Illustrative Content

• illustrations

Classification

• LCC: QA278.65 .S29 2025 (Assigner: dlc) (Status: used by assigner)
• DDC: 519.5/35 (Assigner: dlc)

Content

• text

Supplementary content

• index
• bibliography

Summary

"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.

Table of Contents

Introduction to classification -- Classifier performance measures -- Classifier performance curves -- Comparative analysis of classifiers -- Multiclass CPA -- Additional topics in CPA.

Authorized Access Point

Saw, Sutaip L.C. Introduction to classifier performance analysis with R

Admin Metadata

• Date: 2026-09-11T20:23:39.995191+00:00
• Agent: cbc
• Status: c
• Derived from: 23885024

Admin Metadata

• Date: 2026-09-11
• Cataloger id: Unknown
• Description level: http://id.loc.gov/ontologies/bibframe-2-6-0/
• Description language: eng
• Description authentication: pcc