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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
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Yawen, Wang
, 
Yu Fan

Yu Fan

School of Computer Science and Engineering Xi’an Technological UniversityXi’an, China
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Fan, Yu
 e 
Wei Yanxi

Wei Yanxi

School of Computer Science and Engineering Xi’an Technological UniversityXi’an, China
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Yanxi, Wei
  
07 mag 2018
Research of Email Classification based on Deep Neural Network's Cover Image
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Pubblicato online: 07 mag 2018
Pagine: 17 - 21
DOI: https://doi.org/10.21307/ijanmc-2018-038
Parole chiave
© 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
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