edu.iu.dsc.tws.examples.ml.svm.util

Class MLUtils

java.lang.Object

edu.iu.dsc.tws.examples.ml.svm.util.MLUtils

public final class MLUtils
extends java.lang.Object

Method Summary

Modifier and Type	Method and Description
static <T> TrainedModel	predictSGDSVM(double[] w, double[][] testData, SVMJobParameters svmJobParameters, java.lang.String modelName)
static <T> TrainedModel	runIterativeSGDSVM(java.util.List<IMessage<T>> data, SVMJobParameters svmJobParameters, BinaryBatchModel binaryBatchModel, java.lang.String modelName)

Methods inherited from class java.lang.Object

clone, equals, finalize, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait

Method Detail

runIterativeSGDSVM

public static <T> TrainedModel runIterativeSGDSVM(java.util.List<IMessage<T>> data,
                                                  SVMJobParameters svmJobParameters,
                                                  BinaryBatchModel binaryBatchModel,
                                                  java.lang.String modelName)
                                           throws NullDataSetException,
                                                  MatrixMultiplicationException

Throws:

NullDataSetException

MatrixMultiplicationException

predictSGDSVM

public static <T> TrainedModel predictSGDSVM(double[] w,
                                             double[][] testData,
                                             SVMJobParameters svmJobParameters,
                                             java.lang.String modelName)
                                      throws MatrixMultiplicationException

Throws:

MatrixMultiplicationException