A multinomial logistic regression model for text in Albanian language
Journal Title: JOURNAL OF ADVANCES IN MATHEMATICS - Year 2016, Vol 12, Issue 7
Abstract
In this paper we present a multinomial logistic regression model for authorship identification in the Albanian language texts. In the model fitted the dependent variable is categorical which takes different values from 1 to 10 for each of the author and the independent variables are number of words, number of letters, number of vowels, number of consonants, number of punctuations and number of sentences for each text. The model was applied with success in the set of ten authors, each of them being represented by a set of one hundred texts they authored. As results first, second and the third authors have the higher correct predicted percentage and the highest overall correct predicted probability taken was 0.738. As conclusion adding in the model number of consonants, number of punctuations and number of sentences as independent variables the overall correct predicted percentage is increased.
Authors and Affiliations
Denisa Salillari, Luela Prifti
Calculations on a Class of Candidate Solutions for the Distortion Problem on l 2
In 1994 E. Odell and Th. Schlumprecht showed that the Hilbert space (` 2 ) was arbitrarily distortable.However, we do not have a defined sequence of norms that would perform this distortion. G. An-droulakis and the autho...
Controlled 2-Frames in 2-Hilbert Spaces
Controlled frames in Hilbert spaces and 2-frames in 2-Hilbert spaces are studied, some results on them are presented. The controlled 2-frames in 2-Hilbert spaces is introduced. Some results on controlled 2-frames are est...
Existence Of Coefficient Subring for Transcendental Extension Ring
As a consequence of Cohen's structure Theorem for complete local rings that every _nite commutative ring R of characteristic pn contains a unique special primary subring R0 satisfying R/J(R) = R0/pR0: Cohen called R0 the...
MHD DYNAMIC BOUNDARY LAYER FLOW OVER A PLANE PLAQUE
The problem of MHD dynamic boundary layer fluid sliding flow over a plane plaque is investigated. The von Karman™s integral method is applied to integrating the governing system of partial differential equations ov...
Bayesian One- Way Repeated Measurements Model Based on Bayes Quadratic Unbiased Estimator
In this paper, bayesian approach based on Bayes quadratic unbiased estimator is employed to the linear one- way repeated measurements model which has only one within units factor and one between units factor incorporatin...