Chinese short messages service spam filtering based on logistic regression
Yu Zou · Journal of Heilongjiang Institute of Technology · 2010
We designed and implemented the Chinese short messages service spam filter which can defense the evolution of short message spam.Logistic regression model is used as its filtering model;byte level N-gram is put forward to extract message spam's features;and the filter is trained with TONE(Train On or Near Error) method.The performance evaluated by experiments of the short messages spam filter based on the method is pretty good.