Cost-Sensitive Machine Learning
| Author | : Balaji Krishnapuram |
| Publisher | : CRC Press |
| Total Pages | : 316 |
| Release | : 2011-12-19 |
| ISBN-10 | : 9781439839287 |
| ISBN-13 | : 143983928X |
| Rating | : 4/5 (87 Downloads) |
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
