sapurtcomputer30 / BayesSharp

Simple Naive Bayes text classifier

BayesSharp

Simple Naive Bayes text classifier

Basic Usage

1. Setting Up

Create a Console Application and install BayesSharp using Nuget:

PM> Install-Package BayesSharp

2. Instantiate the BayesSimpleTextClassifier class

 var c = new BayesSimpleTextClassifier();

3. Train the classifier with some data

c.Train("spam", "Buy now some pills. You'll receive a free prize");
c.Train("not spam", "Hello my friend, I miss you. I want to meet you soon.");

4. Classify a new text

var result = c.Classify("Hi my friend, I want to buy a gift for you");
foreach(var item in result)
{
    Console.WriteLine(item.Key + ": " + item.Value);
}

In this case, the output will be:

not spam :0,946523050631535
spam: 0,748693773755381

Contributing

Please use the issue tracker and pull requests.

License

Copyright (c) 2014 Afonso França Licensed under the MIT license.