Cost-Sensitive Machine Learning

• Author(s): Balaji Krishnapuram, Shipeng Yu, R. Bharat Rao,
• Publisher: CRC Press
• Pages: 331
• ISBN_10: 143983928X
  ISBN_13: 9781439839287
  
• Language: en
• Categories: Computers / Programming / Games , Computers / Data Science / Data Analytics , Computers / Machine Theory , Technology & Engineering / Environmental / General , Technology & Engineering / Automation ,

Description:... 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