Cost-Sensitive Machine Learning PDF book is popular Computers book written by Balaji Krishnapuram. The book was released by CRC Press on 2011-12-19 with total hardcover pages 316. Fast download link is given in this page, you could read Cost-Sensitive Machine Learning by Balaji Krishnapuram in PDF, epub and kindle directly from your devices.
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 are those classification tasks where the distribution of examples across the classes is not equal. Cut through the equations, Greek le
With the ever-growing power of generating, transmitting, and collecting huge amounts of data, information overloadis nowan imminent problemto mankind. The overw
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
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
