org.instantsvm.utils

Class LazySVM

java.lang.Object

org.instantsvm.utils.LazySVM

public class LazySVM
extends Object

LazySVM either reload an existing model, or train and save a model in InstantSVM library.

Author:

Martin Pernollet

Constructor Summary

Constructors

Constructor and Description
LazySVM()

Method Summary

Modifier and Type	Method and Description
static RegressionSVM	loadOrTrainRegression(String name, Parameters params)
static RegressionSVM	loadOrTrainRegression(String name, Parameters params, RegressionInputs inputs)
static RegressionSVM	trainAndSaveRegression(String name, Parameters params, RegressionInputs inputs)
static RegressionSVM	trainAndSaveRegression(String name, RegressionInputs inputs)

Methods inherited from class java.lang.Object

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

Constructor Detail

LazySVM

public LazySVM()

Method Detail

loadOrTrainRegression

public static RegressionSVM loadOrTrainRegression(String name,
                                                  Parameters params)
                                           throws IOException

Throws:

IOException

loadOrTrainRegression

public static RegressionSVM loadOrTrainRegression(String name,
                                                  Parameters params,
                                                  RegressionInputs inputs)
                                           throws IOException

Throws:

IOException

trainAndSaveRegression

public static RegressionSVM trainAndSaveRegression(String name,
                                                   RegressionInputs inputs)
                                            throws IOException

Throws:

IOException

trainAndSaveRegression

public static RegressionSVM trainAndSaveRegression(String name,
                                                   Parameters params,
                                                   RegressionInputs inputs)
                                            throws IOException

Throws:

IOException