Książka Spam Classification Sharma Kapil

Spam Classification

Radix Encoded Fragmented Database Approach

Język: Angielski
Oprawa: Miękka
Wydawca: Scholars' Press
Dostępność: Dostępna u dostawcy
Wysyłamy za 5-8 dni
172.20
Spam or unsolicited email has become a major problem for companies and private users. The problems a...

Informacje o książce

Język
Angielski
Oprawa
Książka - Miękka
Data wydania
2015
strony
80
EAN
9783639708004
ISBN
3639708008
Enbook ID
09298933
Wydawca
Waga
127
Wymiary
152 x 229 x 5

Pełny opis

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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