Cost-Sensitive Machine Learning

Cost-Sensitive Machine Learning
Author :
Publisher : CRC Press
Total Pages : 316
Release :
ISBN-10 : 9781439839287
ISBN-13 : 143983928X
Rating : 4/5 (28X Downloads)
GET BOOK
Book Synopsis Cost-Sensitive Machine Learning by : Balaji Krishnapuram

Download or read book Cost-Sensitive Machine Learning written by Balaji Krishnapuram and published by CRC Press. This book was released on 2011-12-19 with total page 316 pages. Available in PDF, EPUB and Kindle. Book excerpt: In machine learning applications, practitioners must take into account the cost associated with the algorithm. These costs include: Cost of acquiring training dataCost of data annotation/labeling and cleaningComputational cost for model fitting, validation, and testingCost of collecting features/attributes for test dataCost of user feedback collect


Cost-Sensitive Machine Learning Related Books

Cost-Sensitive Machine Learning
Language: en
Pages: 316

Cost-Sensitive Machine Learning

Authors: Balaji Krishnapuram
Categories: Computers
Type: BOOK - Published: 2011-12-19 - Publisher: CRC Press

GET EBOOK

In machine learning applications, practitioners must take into account the cost associated with the algorithm. These costs include: Cost of acquiring training d
Imbalanced Classification with Python
Language: en
Pages: 463

Imbalanced Classification with Python

Authors: Jason Brownlee
Categories: Computers
Type: BOOK - Published: 2020-01-14 - Publisher: Machine Learning Mastery

GET EBOOK

Imbalanced classification are those classification tasks where the distribution of examples across the classes is not equal. Cut through the equations, Greek le
Learning from Imbalanced Data Sets
Language: en
Pages: 385

Learning from Imbalanced Data Sets

Authors: Alberto Fernández
Categories: Computers
Type: BOOK - Published: 2018-10-22 - Publisher: Springer

GET EBOOK

This book provides a general and comprehensible overview of imbalanced learning. It contains a formal description of a problem, and focuses on its main features
Imbalanced Learning
Language: en
Pages: 222

Imbalanced Learning

Authors: Haibo He
Categories: Technology & Engineering
Type: BOOK - Published: 2013-06-07 - Publisher: John Wiley & Sons

GET EBOOK

The first book of its kind to review the current status and future direction of the exciting new branch of machine learning/data mining called imbalanced learni
Encyclopedia of Machine Learning
Language: en
Pages: 1061

Encyclopedia of Machine Learning

Authors: Claude Sammut
Categories: Computers
Type: BOOK - Published: 2011-03-28 - Publisher: Springer Science & Business Media

GET EBOOK

This comprehensive encyclopedia, in A-Z format, provides easy access to relevant information for those seeking entry into any aspect within the broad field of M