Method get2ClassLinear

JSAT/test/jsat/FixedProblems.java:35–45

Generates a linearly separable binary classification problem @param dataSetSize the number of points to generated @param rand the source of randomness @return a binary classification data set that is linearly separable

(int dataSetSize, Random rand)

     * @return a binary classification data set that is linearly separable
     */
    public static ClassificationDataSet get2ClassLinear(int dataSetSize, Random rand)
    {
        ClassificationDataSet train = new ClassificationDataSet(c2l_m0.length(), new CategoricalData[0], new CategoricalData(2));
        
        for(Vec s : c2l_c0.sample(dataSetSize, rand))
            train.addDataPoint(s, new int[0], 0);
        for(Vec s : c2l_c1.sample(dataSetSize, rand))
            train.addDataPoint(s, new int[0], 1);
        
        return train;
    }
    
    
    /**