Overview on Data Streams Classification
Jingchun Liu · Journal of Jiamusi University · 2007
developing and researching status about data streams classification are reviewed at first,and then the key issues such as concepts drifting that should be faced up in data streams classification domain are identified.And selection problem on typical classification algorithms to adapt to data streams scheme is discussed.Finally,based on the analyzing of the merits and shortcomings about data streams classification algorithms,a new idea about designing online classifier over data streams is proposed.