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Книга Spam Classification Sharma Kapil

Spam Classification

Radix Encoded Fragmented Database Approach

Автор: Sharma Kapil, Jatana Nishtha, Bala Manju
Език: Английски език
Корици: С меки корици
Издател: Scholars' Press
Наличност: Външен склад
Изпращаме след 5-8 дни
41.99 € 82.13 лв
Spam or unsolicited email has become a major problem for companies and private users. The problems a...

Информация за книгата

Автор
Sharma Kapil, Jatana Nishtha, Bala Manju
Език
Английски език
Корици
Книга - С меки корици
Издадена
2015
страници
80
EAN
9783639708004
ISBN
3639708008
Enbook ID
09298933
Издател
Scholars' Press
Теглоt
127
Размери
152 x 229 x 5

Пълно описание

Spam or unsolicited email has become a major problem for companies and private users. The problems associated with spam and various approaches that attempt to deal with it, have been presented here. Statistical classifiers are one such group of methods that show adequate performance in filtering spam, based upon the previous knowledge gathered through collected and classified emails. Learning algorithms that uses the Naive Bayesian classifier have shown promising results in separating spam from legitimate mail. An encoded and fragmented database approach that resembles radix sort technique has been proposed and applied for first time to improve Paul Graham's Naive Bayes machine learning algorithm for spam filtering.

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