A Survey on Various Machine Learning and Deep Learning Algorithms used for Classification of Spam and Non-Spam Emails
نویسندگان
چکیده
منابع مشابه
Survey on Text Classification (Spam) Using Machine Learning
E-mail spam is a very serious problem in today’s life. It has many conséquences like it causes lower productivity, occupy space in mail boxes, extend viruses, Trojans, and materials containing potentially harmful information for a certain category of users, Destroy stability of mail servers, and as a result users spend a lot of time for sorting incoming mail and deleting undesirable corresponde...
متن کاملA Survey on Machine Learning Methods in Spam Filtering
Email spam or junk e-mail (unwanted e-mail “usually of a commercial nature sent out in bulk”) is one of the major issue of the today's Internet, that cause financial damage to companies and annoying individual users. Among the approaches developed to stop spam, filtering is an important and popular one. Common uses for mail filters include organizing incoming email and removal of spam and compu...
متن کاملSpam Filtering Methods and machine Learning Algorithm - A Survey
Social networking websites are used by millions of people around the world. People express their views, opinions and share current topics. Millions of data generated every day. It’s a good platform to connect with the people. Now a day’s spammers used this platform to advertise spam content on the social networking websites. The proposed system used to classify tweets into different groups as s...
متن کاملA comparative study for content-based dynamic spam classification using four machine learning algorithms
The growth of email users has resulted in the dramatic increasing of the spam emails during the past few years. In this paper, four machine learning algorithms, which are Naı̈ve Bayesian (NB), neural network (NN), support vector machine (SVM) and relevance vector machine (RVM), are proposed for spam classification. An empirical evaluation for them on the benchmark spam filtering corpora is prese...
متن کاملinvestigating the effect of motivation and attitude towards learning english, learning style preferences and gender on iranian efl learners proficiency
تحقیق حاضر به منظور بررسی تاثیر انگیزه و نگرش نسبت به یادگیری زبان انگلیسی، ترجیحات سبک یادگیری و جنسیت بر بسندگی فراگیران ایرانی زبان انگلیسی انجام شد. برای این منظور، 154 فراگیر ایرانی زبان انگلیسی در این تحقیق شرکت کردند. سه ابزار جمع آوری داده ها شامل آزمون تعیین سطح بسندگی زبان انگلیسی آکسفورد، پرسشنامه ترجیحات سبک یادگیری براچ و پرسشنامه انگیزه و نگرش نسبت به یادگیری زبان انگلیسی به م...
ذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
ژورنال
عنوان ژورنال: International Journal for Research in Applied Science and Engineering Technology
سال: 2019
ISSN: 2321-9653
DOI: 10.22214/ijraset.2019.4568