Method classify

JSAT/src/jsat/classifiers/linear/SDCA.java:286–300

(DataPoint data)

    }
    
    @Override
    public CategoricalResults classify(DataPoint data)
    {
        Vec x = data.getNumericalValues();
        if(ws.length == 1)
            return ((LossC)loss).getClassification(ws[0].dot(x)+bs[0]);
        else
        {
            Vec pred = new DenseVector(ws.length);
            for(int i = 0; i < ws.length; i++)
                pred.set(i, ws[i].dot(x)+bs[i]);
            ((LossMC)loss).process(pred, pred);
            return ((LossMC)loss).getClassification(pred);
        }
    }
    
    @Override
    public double regress(DataPoint data)