Optimum Parameter Selection for K.L.D. Based Authorship Attribution in Gujarati

We examine several quantitative techniques of authorship attribution that have gained importance over the time and compare them with the current state of the art Z-score based technique. In this paper we show how comparable the existing techniques can be to the Z-score based method, simply by tuning the parameters. We try to find the optimum values for number of terms, smoothing parameter value and the minimum number of texts required for creating an author profile.