import org.apache.mahout.math.NamedVector;
import org.apache.mahout.math.Vector;
import org.apache.mahout.math.VectorWritable;
import org.apache.mahout.math.Matrix;
import org.apache.mahout.math.DenseMatrix;
import org.apache.mahout.math.Vector.Element;
import org.apache.mahout.math.DenseVector;
import org.apache.mahout.math.decomposer.SingularValueDecomposition;
import java.io.IOException;
public class ClusteringExample {
public static void main(String[] args) throws IOException {
List<Vector> data = readData();
Matrix matrix = toMatrix(data);
SingularValueDecomposition svd = new SingularValueDecomposition(matrix);
Matrix u = svd.getU();
Matrix v = svd.getV();
Vector cluster = cluster(u, v);
}
private static List<Vector> readData() throws IOException {
}
private static Matrix toMatrix(List<Vector> data) {
}
private static Vector cluster(Matrix u, Matrix v) {
}
}
