Passive and Aggressive Algorithm with Class Means Information for Large-Scale Problems

碩士 === 國立臺灣科技大學 === 資訊工程系 === 99 === Due to the nature of on-line learning setting, the on-line learning algorithms have been successfully applied to large-scale classification tasks. This type of algorithms can be interpreted as a stochastic gradient descent method that try to find the solution of...

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Bibliographic Details
Main Authors: Yu-Lin Tsai, 蔡育燐
Other Authors: Yuh-Jye Lee
Format: Others
Language:en_US
Published: 2011
Online Access:http://ndltd.ncl.edu.tw/handle/dq9mnw