A Deep Analysis on Prevailing Spam Mail Filteration Machine Learning Approaches
Journal Title: International Journal of Trend in Scientific Research and Development - Year 2020, Vol 4, Issue 6
Abstract
In this work, we have reviewed the issue of spam mail which is a big problem in the area of Internet. The growing size of uncalled mass e mail or spam has produced the requirement of a dependable anti spam filter. Now a days the Machine learning ML proedures are being employed to spontaneously filter the spam e mail in an effective manner. In this work, we have reviewed some of the prevalent ML approaches such as Rough sets, Bayesian classification, SVMs, k NN, ANNs and Artificial immune system and of their use fullness in the issue of spam Email taxonomy. We have provided the depictions of the procedures and the divergence of their enactment on the basis of the quantity of Spam Assassin. Anu | Ms. Preeti "A Deep Analysis on Prevailing Spam Mail Filteration Machine Learning Approaches" Published in International Journal of Trend in Scientific Research and Development (ijtsrd), ISSN: 2456-6470, Volume-4 | Issue-6 , October 2020, URL: https://www.ijtsrd.com/papers/ijtsrd33261.pdf Paper Url: https://www.ijtsrd.com/computer-science/data-processing/33261/a-deep-analysis-on-prevailing-spam-mail-filteration-machine-learning-approaches/anu
Authors and Affiliations
Anu
Keywords
Related Articles
- EP ID EP690735
- DOI -
- Views 94
- Downloads 0
Review and Analysis of WiMAX Technology using different Modulation scheme with AWGN Channel
The last few decades, there has been a incredible growth in the wireless communication technology. The growing demand of multimedia services and the growth of Internet related contents lead to increasing interest to high...
An Analysis on Increasing the Loom Speed
In this project, an analysis has been carried out on the speed increasing process of Cone over pick loom of 36" reed space, The parts like picking system, Shedding mechanisms, Brake, beat-up system etc are given importan...
Rp-106: Formulation of Solutions of a Class of Standard Congruence of Composite Modulus of Higher Degree
In this paper, a standard congruence of higher degree of composite modulus is considered for study and after a thorough study, it is then formulated for its incongruent solutions. The established formula is tested and ve...
Computational Investigation on the Effect of Fences on Aerodynamic Characteristics of an Aircraft Wing
A computational study, to improve the stall characteristics of wing at high angles of attack, with and without fence configuration is done here. Wing fences, also known as boundary layer fences and potential fences are f...
Using Naive Bayesian Classifier for Predicting Performance of a Student
Data mining techniques play an important role in data analysis. For the construction of a classification model which could predict performance of students, particularly for engineering branches, a decision tree algorithm...