Detecting spam messages using the naive Bayes algorithm of basic machine learning

Khamdamov Rustam Khamdamovich; Haydarov Elshod

doi:10.1109/icisct52966.2021.9670243

ScienceGate Book Chapters

JOURNAL ARTICLE

Detecting spam messages using the naive Bayes algorithm of basic machine learning

Khamdamov Rustam Khamdamovich Haydarov Elshod

Year: 2021 Journal: 2021 International Conference on Information Science and Communications Technologies (ICISCT) Vol: 2 Pages: 1-3

DOI: 10.1109/icisct52966.2021.9670243

Get Full-Text PDF Get Analytical Report

Abstract

In this article, we consider the definition of spam messages using the naive Bayes algorithm based on machine learning and study the algorithm of inclusion. A table has been compiled for determining spam/non-spam by example and calculating using the naive Bayes algorithm based on machine learning.

Keywords:

Naive Bayes classifier Computer science Machine learning Artificial intelligence Bayes' theorem Table (database) Algorithm Bayesian programming Statistical classification Support vector machine Data mining Bayesian probability Bayes factor

Metrics

Cited By

1.72

FWCI (Field Weighted Citation Impact)

Refs

0.86

Citation Normalized Percentile

Is in top 1%

Is in top 10%

Citation History

Topics

Spam and Phishing Detection

Physical Sciences → Computer Science → Information Systems

Advanced Computational Techniques in Science and Engineering

Physical Sciences → Computer Science → Information Systems

Advanced Data Processing Techniques

Physical Sciences → Engineering → Control and Systems Engineering

Detecting spam messages using the naive Bayes algorithm of basic machine learning

Abstract

Metrics

Citation History

Topics

Related Documents

Message Spam Identification by Naive Bayes Classifier Algorithm using Machine Learning

Message Spam Identification by Naive Bayes Classifier Algorithm using Machine Learning

Detecting content-based SMS spam using logistic regression for comparing with Naive Bayes algorithm in machine learning

Real time spam detection system using naive bayes machine learning algorithm over random forest machine learning

E-Mail Spam Detection Using Machine Learning Naive Bayes Theorem