Open Access

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
Search for this author on
Sciendo|Google Scholar
Yawen, Wang
, 
Yu Fan

Yu Fan

School of Computer Science and Engineering Xi’an Technological UniversityXi’an, China
Search for this author on
Sciendo|Google Scholar
Fan, Yu
 and 
Wei Yanxi

Wei Yanxi

School of Computer Science and Engineering Xi’an Technological UniversityXi’an, China
Search for this author on
Sciendo|Google Scholar
Yanxi, Wei
  
May 07, 2018
Research of Email Classification based on Deep Neural Network's Cover Image
About this article
Previous Article
Next Article
Cite
Download Cover
Published Online: May 07, 2018
Page range: 17 - 21
DOI: https://doi.org/10.21307/ijanmc-2018-038
Keywords
© 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
Language:
English
Publication timeframe:
4 times per year
Journal Subjects:
Computer Sciences, Computer Sciences, other
Journal RSS Feed