ABLE 2.0.0 07/02/2003 10:25:01

com.ibm.able.beans.knn
Class AbleDecisionTreeClassifierAgent

java.lang.Object
  |
  +--com.ibm.able.AbleObject
        |
        +--com.ibm.able.AbleDefaultAgent
              |
              +--com.ibm.able.beans.knn.AbleDecisionTreeClassifierAgent
All Implemented Interfaces:
AbleAgent, AbleBean, AbleBeanContainer, AbleDataBufferManager, AbleEventListener, AbleEventListenerManager, AbleEventQueueManager, AbleEventQueueProcessor, AblePropertyChangeManager, AbleSerializable, AbleUserDefinedFunctionManager, java.util.EventListener, java.beans.PropertyChangeListener, java.io.Serializable

public class AbleDecisionTreeClassifierAgent
extends AbleDefaultAgent
implements java.io.Serializable

See Also:
Serialized Form

Field Summary
static java.lang.String defaultName
          Value assigned to name by default.
 
Fields inherited from class com.ibm.able.AbleDefaultAgent
activeDataSource, eventConnections, myBeans, numEpochs, processList, processListOK, userDefinedFunctions
 
Fields inherited from class com.ibm.able.AbleObject
changed, chgSupport, comment, dataFlowEnabled, destBufferConnections, eventQueue, fileName, inputBuffer, listeners, logger, name, outputBuffer, parent, propertyConnectionMgr, sourceBufferConnections, state, stateChgSupport, trace
 
Constructor Summary
AbleDecisionTreeClassifierAgent()
          Constructor for AbleDecisionTreeClassifierAgent
AbleDecisionTreeClassifierAgent(java.lang.String theName)
          Constructor for AbleDecisionTreeClassifierAgent
 
Method Summary
static java.lang.String Copyright()
          Determine the copyright of this class.
 int getBufferSize()
          Get the buffer size
 AbleDecisionTree getDecisionTreeBean()
          Get the DecisonTree bean
 AbleFilter getDecisionTreeFil1()
          Get the filter 1 bean
 AbleFilter getDecisionTreeFil2()
          Get the filter 2 bean
 AbleImport getDecisionTreeImp1()
          Get the import 1 bean
 AbleImport getDecisionTreeImp2()
          Get the import 2 bean
 int getDiscretization()
          Get the discretization value
 int getMetric()
          Get the metric value
 int getMode()
          get the internal config for either TRAIN = training (storing data) from an external data file TEST = testing (using stored data) from an external data file or RUN = running (using stored data) from data placed in the input buffer
 int getNumAttributes()
          Get the number of attributes
 int getNumClasses()
          Get the number of classes
 long getNumRecords()
          Get the number of records
 java.lang.String getTestDataFileName()
          Get the name of the test/run data file
 java.lang.String getTrainDataFileName()
          Get the name of the training data file
 void handleAbleEvent(AbleEvent theAbleEvent)
          Handle an Able event.
 void init()
          Generate a DecisionTree Classifier agent bean.
static void main(java.lang.String[] args)
          Main method for testing
 void reset()
          Reset each bean created when the agent was initialized.
 void setBufferSize(int size)
          Set the buffer size
protected  void setDefaults()
          Set default values for parameters
 void setDiscretization(int aDiscr)
          Set the discretization value from agent
 void setMetric(int aMetric)
          Set the metric value from agent
 void setMode(int mode)
          set the internal config for either TRAIN = readind data from an external data file TEST = testing (using stored data) from an external data file or RUN = running (using stored data) from data placed in the input buffer
 void setTestDataFileName(java.lang.String aFileName)
          Set the name of the test/run data file
 void setTrainDataFileName(java.lang.String aFileName)
          Set the name of the training data file
 
Methods inherited from class com.ibm.able.AbleDefaultAgent
addBean, addBeans, addEventConnection, addUserDefinedFunction, buildProcessList, clsNm, containsBean, containsBean, containsUserDefinedFunction, debugTrace, generateUniqueName, getBean, getBeans, getDataSource, getNumEpochs, getProcessList, getUserDefinedFunction, getUserDefinedFunctions, invokeUserDefinedFunction, isActiveDataSource, process, propertyChange, quitAll, quitEnabledEventProcessing, removeAllBeans, removeAllConnections, removeAllEventConnections, removeBean, removeBean, removeBeans, removeEventConnection, removeUserDefinedFunction, resumeAll, setActiveDataSource, setDataFlowEnabled, setProcessList, setUserDefinedFunctions, suspendAll
 
Methods inherited from class com.ibm.able.AbleObject
addAbleEventListener, addDestBufferConnection, addPropertyChangeListener, addPropertyConnection, addSourceBufferConnection, addStateChangeListener, dataChanged, firePropertyChange, flushAbleEventQueue, getAbleEventListeners, getAbleEventProcessingEnabled, getAbleEventQueueSize, getComment, getDestBufferConnections, getFileName, getInputBuffer, getInputBuffer, getInputBufferAsStringArray, getInputBufferContents, getLogger, getName, getOutputBuffer, getOutputBuffer, getOutputBufferAsStringArray, getOutputBufferContents, getParent, getPropertyConnectionManager, getSleepTime, getSourceBufferConnections, getState, getTraceLogger, hasInputBuffer, hasOutputBuffer, init, isAbleEventPostingEnabled, isAbleEventProcessingEnabled, isChanged, isConnectable, isDataFlowEnabled, isTimerEventProcessingEnabled, notifyAbleEventListeners, process, processAbleEvent, processBufferConnections, processNoEventProcessingEnabledSituation, processTimerEvent, removeAbleEventListener, removeAllAbleEventListeners, removeAllBufferConnections, removeAllPropertyConnections, removeDestBufferConnection, removePropertyChangeListener, removePropertyConnection, removeSourceBufferConnection, removeStateChangeListener, restartEnabledEventProcessing, restoreFromFile, restoreFromFile, restoreFromSerializedFile, restoreFromStream, resumeEnabledEventProcessing, saveToFile, saveToFile, setAbleEventProcessingEnabled, setChanged, setComment, setFileName, setInputBuffer, setInputBuffer, setLogger, setName, setOutputBuffer, setOutputBuffer, setParent, setSleepTime, setState, setTimerEventProcessingEnabled, setTraceLogger, sourceConnectionsOK, startEnabledEventProcessing, suspendEnabledEventProcessing
 
Methods inherited from class java.lang.Object
clone, equals, finalize, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait
 
Methods inherited from interface com.ibm.able.AbleBean
getComment, getLogger, getName, getParent, getState, getTraceLogger, init, isChanged, process, setChanged, setComment, setLogger, setName, setParent, setState, setTraceLogger
 
Methods inherited from interface com.ibm.able.AbleDataBufferManager
addDestBufferConnection, addSourceBufferConnection, getDestBufferConnections, getInputBuffer, getInputBuffer, getInputBufferAsStringArray, getInputBufferContents, getOutputBuffer, getOutputBuffer, getOutputBufferAsStringArray, getOutputBufferContents, getSourceBufferConnections, hasInputBuffer, hasOutputBuffer, isConnectable, isDataFlowEnabled, processBufferConnections, removeAllBufferConnections, removeDestBufferConnection, removeSourceBufferConnection, setInputBuffer, setInputBuffer, setOutputBuffer, setOutputBuffer
 
Methods inherited from interface com.ibm.able.AbleEventListenerManager
addAbleEventListener, dataChanged, getAbleEventListeners, notifyAbleEventListeners, removeAbleEventListener
 
Methods inherited from interface com.ibm.able.AbleEventQueueManager
flushAbleEventQueue, getAbleEventProcessingEnabled, getAbleEventQueueSize, getSleepTime, isAbleEventPostingEnabled, isAbleEventProcessingEnabled, isTimerEventProcessingEnabled, restartEnabledEventProcessing, resumeEnabledEventProcessing, setAbleEventProcessingEnabled, setSleepTime, setTimerEventProcessingEnabled, startEnabledEventProcessing, suspendEnabledEventProcessing
 
Methods inherited from interface com.ibm.able.AbleEventQueueProcessor
processAbleEvent, processNoEventProcessingEnabledSituation, processTimerEvent
 
Methods inherited from interface com.ibm.able.AblePropertyChangeManager
addPropertyChangeListener, addPropertyConnection, getPropertyConnectionManager, removeAllPropertyConnections, removePropertyChangeListener, removePropertyConnection
 
Methods inherited from interface com.ibm.able.AbleSerializable
getFileName, restoreFromFile, restoreFromFile, saveToFile, saveToFile, setFileName
 
Methods inherited from interface com.ibm.able.AbleBeanContainer
getName
 

Field Detail

defaultName

public static final java.lang.String defaultName
Value assigned to name by default.
Constructor Detail

AbleDecisionTreeClassifierAgent

public AbleDecisionTreeClassifierAgent()
                                throws AbleException
Constructor for AbleDecisionTreeClassifierAgent

AbleDecisionTreeClassifierAgent

public AbleDecisionTreeClassifierAgent(java.lang.String theName)
                                throws AbleException
Constructor for AbleDecisionTreeClassifierAgent
Method Detail

setDefaults

protected void setDefaults()
                    throws AbleException
Set default values for parameters

init

public void init()
          throws AbleException
Generate a DecisionTree Classifier agent bean. If the training data file is not set, no action is taken. If the test data file is not set, the test import and filter beans are not generated. The following attributes must be set before initialization:
  1. trainDataFileName
  2. testDataFileName
The value for 'm' may also be set before initialization.
Overrides:
init in class AbleObject
Following copied from interface: com.ibm.able.AbleBean
Throws:
AbleException - If an error occurs.

reset

public void reset()
           throws AbleException
Reset each bean created when the agent was initialized. Restore processing options to default values.
Overrides:
reset in class AbleDefaultAgent
Following copied from class: com.ibm.able.AbleDefaultAgent
Throws:
AbleException - If an error occurs when resetting a contained bean. All errors are collected and insert into the exception so that one bean's error does not prevent another from being reset.

handleAbleEvent

public void handleAbleEvent(AbleEvent theAbleEvent)
                     throws AbleException
Handle an Able event.

In this implementation, special processing occurs for EOF on the active data source. All other events are passed up to the superclass (AbleObject) for processing.

Overrides:
handleAbleEvent in class AbleDefaultAgent
Parameters:
theAbleEvent - The event to handle.


setTrainDataFileName

public void setTrainDataFileName(java.lang.String aFileName)
                          throws AbleException
Set the name of the training data file

getTrainDataFileName

public java.lang.String getTrainDataFileName()
Get the name of the training data file

setTestDataFileName

public void setTestDataFileName(java.lang.String aFileName)
                         throws AbleException
Set the name of the test/run data file

getTestDataFileName

public java.lang.String getTestDataFileName()
Get the name of the test/run data file

setBufferSize

public void setBufferSize(int size)
Set the buffer size

getBufferSize

public int getBufferSize()
Get the buffer size

getDecisionTreeBean

public AbleDecisionTree getDecisionTreeBean()
Get the DecisonTree bean

getDecisionTreeImp1

public AbleImport getDecisionTreeImp1()
Get the import 1 bean

getDecisionTreeImp2

public AbleImport getDecisionTreeImp2()
Get the import 2 bean

getDecisionTreeFil1

public AbleFilter getDecisionTreeFil1()
Get the filter 1 bean

getDecisionTreeFil2

public AbleFilter getDecisionTreeFil2()
Get the filter 2 bean

setMetric

public void setMetric(int aMetric)
Set the metric value from agent

getMetric

public int getMetric()
Get the metric value

setDiscretization

public void setDiscretization(int aDiscr)
Set the discretization value from agent

getDiscretization

public int getDiscretization()
Get the discretization value

getNumRecords

public long getNumRecords()
Get the number of records

getNumClasses

public int getNumClasses()
Get the number of classes

getNumAttributes

public int getNumAttributes()
Get the number of attributes

setMode

public void setMode(int mode)
             throws AbleException
set the internal config for either TRAIN = readind data from an external data file TEST = testing (using stored data) from an external data file or RUN = running (using stored data) from data placed in the input buffer

getMode

public int getMode()
            throws AbleException
get the internal config for either TRAIN = training (storing data) from an external data file TEST = testing (using stored data) from an external data file or RUN = running (using stored data) from data placed in the input buffer

Copyright

public static java.lang.String Copyright()
Determine the copyright of this class.
Returns:
A String containing this class's copyright statement.

main

public static void main(java.lang.String[] args)
Main method for testing

ABLE 2.0.0 07/02/2003 10:25:01

(C) Copyright IBM Corporation 1999, 2003