Learners Library

Learners is native java-based machine learning library inspired by weka, Its also compatible with Android. Following algorithms are implemented:

• Bayesian belief network
• Artifical Neural Network (back propagation)
• Support Vector Machines (Various kernels included)

It also includes data imputation algorithms i.e Neighbourhood rough set, K-nearest neighbour etc.

Tool/Framework used:

• JDK 1.7
• NetBeans

Usage:

DataSet dataset = new DataSet("weather");
DataSetLoader dl = new DataSetLoader();
DataSetLoader.setDATABASE_URL("jdbc:mysql://localhost:3306/test");
        
dataset = dl.DatasetLoader("select * from weather",dataset);
             
//NaiveBayes 
NaiveBayes nb = new NaiveBayes();
Classifer c = nb.Train(dataset);

//Print Training Summary
System.out.println(c.StringSummary());