Comparison of the effectiveness of Bayesian algorithms

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Uploaded: 07.12.2013
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Course work comparing the effectiveness of Bayesian algorithms propagation algorithms of neural networks with the number twelve in the hidden layer neurons. Copyright 5.


Table of contents
1. INTRODUCTION 3
2. PROBLEM OF FORECASTING "FORECAST RESULTS US presidential elections" and Theoretical implementation of algorithms DISTRIBUTION 6
Distribution Bayes algorithm 6
Artificial neural network (ANN) algorithm and back propagation 8
The task "Forecast US presidential election results" 15
3. PROGRAMME IMPLEMENTATION SOLUTION OF "THE FORECAST RESULTS OF US PRESIDENTIAL ELECTION" using algorithms Bayes DISTRIBUTION 18
The code of solving the problem, "forecast the US president election results" 18
4. PROGRAMME IMPLEMENTATION SOLUTION OF "THE FORECAST RESULTS US presidential elections" by the neural network algorithm 21
The code of solving the problem, "forecast the US president election results" 21
Conclusion 25
References 26

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