Method getSampledDataSet

JSAT/src/jsat/classifiers/boosting/Bagging.java:288–300

Creates a new data set from the given sample counts. Points sampled multiple times will have multiple entries in the data set. @param dataSet the data set that was sampled from @param sampledCounts the sampling values obtained from #sampleWithReplacement(int[], int, java.util.Random) @retur

(ClassificationDataSet dataSet, int[] sampledCounts)

     * @return a new sampled classification data set
     */
    public static ClassificationDataSet getSampledDataSet(ClassificationDataSet dataSet, int[] sampledCounts)
    {
        ClassificationDataSet destination = new ClassificationDataSet(dataSet.getNumNumericalVars(), dataSet.getCategories(), dataSet.getPredicting());
            
            for (int i = 0; i < sampledCounts.length; i++)
                for(int j = 0; j < sampledCounts[i]; j++)
                {
                    DataPoint dp = dataSet.getDataPoint(i);
                    destination.addDataPoint(dp.getNumericalValues(), dp.getCategoricalValues(), dataSet.getDataPointCategory(i));
                }
            
            return destination;
    }
    
    /**
     * Creates a new data set from the given sample counts. Points sampled