Bayesian, Neural, Vector Machines Implementation in c#

En curso Publicado Jul 14, 2014 Pagado a la entrega
En curso Pagado a la entrega

Create prediction methods based on statistical algorithms

Please make sure you can do coding in C#.

I have an observation sequence of 3 digit numbers and I need to create 3 C# methods that analyse the sequence with one of 3 algorithms and give the outcome of next probable values.

3 algorithms to use:

1. Bayesian Network

2. Neural Network

3. Support Vector Machine

For the outcome please use the structure:

public class ProbableValue

{

int Number {get;set;}

decimla Probability {get;set;}

}

where Number is the actual predicted number and probability is its probability to be the next in the sequence.

e.g. need you to create 3 methods:

public Array BayesianNetwork(Array[int] sequence)

{

// your code

}

public Array NeuralNetwork(Array[int] sequence)

{

// your code

}

public Array VectorMachine(Array[int] sequence)

{

// your code

}

the outcome of each method is an array of next probable values in descending order by probability (top 20).

A bit more information about the number sets: lets pretend the nature of the number sets is random. You can use set of random numbers to test.

If you could finish work in 1 WEEK, would be great!

Programación en C# Matemáticas Estadísticas

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