edu.udo.cs.miningmart.operator
Class SupportVectorMachineForClassification

java.lang.Object
  edu.udo.cs.miningmart.operator.ExecutableOperator
      edu.udo.cs.miningmart.operator.FeatureConstruction
          edu.udo.cs.miningmart.operator.SVMforDataMining
              edu.udo.cs.miningmart.operator.SupportVectorMachineForClassification

public class SupportVectorMachineForClassification
extends SVMforDataMining

This operator uses mySVM to realize a Support Vector Machine for classification.

Version:

$Id: SupportVectorMachineForClassification.java,v 1.5 2006/09/27 14:59:56 euler Exp $

Author:

Timm Euler

See Also:

edu.udo.cs.miningmart.m4.core.operator.SVM_ForDataMining

Constructor Summary

SupportVectorMachineForClassification()

Method Summary

protected SVM_Wrapper

constructWrapper(boolean useDB_SVM) Abstract method to be implemented by subclasses.

Methods inherited from class edu.udo.cs.miningmart.operator.SVMforDataMining

generateSQL, getC, getDatabaseSchema, getEpsilon, getKernelType, getKey, getLossFunctionNeg, getLossFunctionPos, getPrefixForDatabaseObjects, getSampleSize, getThePredictingAttributes, getUseDatabaseSVM

Methods inherited from class edu.udo.cs.miningmart.operator.FeatureConstruction

compileStatement, createStatement, execute, generateColumnForOp, getCurrentLoopNumber, getTheInputConcept, getTheOutputAttribute, getTheOutputAttribute, getTheTargetAttribute, getTheTargetAttribute, load, writeResults

Methods inherited from class edu.udo.cs.miningmart.operator.ExecutableOperator

autoPrint, checkConditions, doPrint, doPrint, executeBusinessSingleValueSqlRead, executeBusinessSingleValueSqlReadL, executeBusinessSqlRead, executeBusinessSqlWrite, executeM4SingleValueSqlRead, executeM4SingleValueSqlReadL, executeM4SqlRead, executeM4SqlWrite, getArtificalColumnName, getBusinessDbms, getHighestLoopNr, getM4Db, getM4Dbms, getM4ObjectFromCache, getName, getNextM4SequenceValue, getNumberOfLoops, getOperator, getOpParamsIterator, getParameter, getParameter, getParameterObjectsOfAllLoops, getSingleParameter, getSingleParameter, getStep, giveWarningForChangedInputData, handleAssertions, isDeselectedParameter, isLoopable, isManual, isStepable, print, putM4ObjectToCache, showCreateStatement, storedProceduresAvailable

Methods inherited from class java.lang.Object

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

Constructor Detail

SupportVectorMachineForClassification

public SupportVectorMachineForClassification()

Method Detail

constructWrapper

protected SVM_Wrapper constructWrapper(boolean useDB_SVM)
                                throws M4CompilerError

Description copied from class: SVMforDataMining

Abstract method to be implemented by subclasses. Serves to call the adequate SVM wrapper constructors.

Specified by:

constructWrapper in class SVMforDataMining

Parameters:

useDB_SVM - True iff the SVM implementation inside the database is to be used.

Throws:

M4CompilerError