Accès libre

Research of Email Classification based on Deep Neural Network

Wang Yawen

Wang Yawen

School of Computer Science and Engineering Xi’an Technological UniversityXi’an, China
Recherchez cet auteur sur
Sciendo|Google Scholar
Yawen, Wang
, 
Yu Fan

Yu Fan

School of Computer Science and Engineering Xi’an Technological UniversityXi’an, China
Recherchez cet auteur sur
Sciendo|Google Scholar
Fan, Yu
 et 
Wei Yanxi

Wei Yanxi

School of Computer Science and Engineering Xi’an Technological UniversityXi’an, China
Recherchez cet auteur sur
Sciendo|Google Scholar
Yanxi, Wei
  
07 mai 2018
Research of Email Classification based on Deep Neural Network's Cover Image
À propos de cet article
Article précédent
Article suivant
Citez
Télécharger la couverture
Publié en ligne: 07 mai 2018
Pages: 17 - 21
DOI: https://doi.org/10.21307/ijanmc-2018-038
Mots clés
© 2018 Wang Yawen et al., published by Sciendo
This work is licensed under the Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International License.

Figure 1.

Structure diagram of deep neural network
Structure diagram of deep neural network

Figure 2.

The sigmoid function curve
The sigmoid function curve

Figure 3.

Algorithm execution process
Algorithm execution process

TABLE I.

SPAMBASE DATA SET
SPAMBASE DATA SET

TABLE II.

THE SELECTION CASE OF TRAINING SET AND TESTING SET
THE SELECTION CASE OF TRAINING SET AND TESTING SET

Figure 4.

The comparison of accuracy of the two algorithms
The comparison of accuracy of the two algorithms
Langue:
Anglais
Périodicité:
4 fois par an
Sujets de la revue:
Informatique, Informatique, autres
RSS Feed de la revue