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Research of Email Classification based on Deep Neural Network Cover

Research of Email Classification based on Deep Neural Network

International Journal of Advanced Network, Monitoring and Controls
Volume 3 (2018): Issue 2 (January 2018)
By: Wang Yawen,  Yu Fan and  Wei Yanxi  
Open Access
|May 2018

Figures & Tables

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
DOI: https://doi.org/10.21307/ijanmc-2018-038 | Journal eISSN: 2470-8038
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Language: English
Page range: 17 - 21
Published on: May 7, 2018
Published by: Xi’an Technological University
In partnership with: Paradigm Publishing Services
Publication frequency: 4 issues per year
Keywords:
Deep Neural Networks,
Spam Email,
Classification,
Naive Bayes,
SpamBase Data Set
Related subjects:
Computer sciences,
Computer sciences, other

© 2018 Wang Yawen, Yu Fan, Wei Yanxi, published by Xi’an Technological University
This work is licensed under the Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 License.

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