Package com.ibm.able.beans.knn

The knn package contains the k Nearest Neighbors (k-NN) learning algorithm for classifying objects.

See:
Description

Interface Summary

JasKnnDistributedAgentIF	This class defines a test for the AbleJasDefaultAgent object.
JasNaiveBayesDistributedAgentIF	This class defines a test for the AbleJasDefaultAgent object.

Class Summary

AbleDecisionTree
AbleDecisionTreeBeanInfo
AbleDecisionTreeClassifierAgent
AbleDecisionTreeClassifierAgentBeanInfo
AbleDecisionTreeClassifierAgentCustomizer
AbleDecisionTreeClassifierAgentPanel	This class provides the panel for the k-NN Classifier Agent.
AbleDecisionTreeCustomizer
AbleDecisionTreePanel
AbleKnn
AbleKnnBeanInfo
AbleKnnClassifierAgent
AbleKnnClassifierAgentBeanInfo
AbleKnnClassifierAgentCustomizer
AbleKnnClassifierAgentPanel	This class provides the panel for the k-NN Classifier Agent.
AbleKnnCustomizer
AbleKnnPanel
AbleNaiveBayes
AbleNaiveBayesBeanInfo
AbleNaiveBayesClassifierAgent
AbleNaiveBayesClassifierAgentBeanInfo
AbleNaiveBayesClassifierAgentCustomizer
AbleNaiveBayesClassifierAgentPanel	This class provides the panel for the k-NN Classifier Agent.
AbleNaiveBayesCustomizer
AbleNaiveBayesDistributed
AbleNaiveBayesPanel
AttributeValueClass
JasKnnCentralAgent	This class defines a test for the AbleJasDefaultAgent object.
JasKnnDistributedAgent	This class defines a test for the AbleJasDefaultAgent object.
JasNaiveBayesCentralAgent	This class defines a test for the AbleJasDefaultAgent object.
JasNaiveBayesDistributedAgent	This class defines a test for the AbleJasDefaultAgent object.
NodeAttrValClass	Class used by Decision Tree Bean.
TreeNode	class TreeNode

Package com.ibm.able.beans.knn Description

The knn package contains the k Nearest Neighbors (k-NN) learning algorithm for classifying objects. The k-NN learning algorithm is a lazy classification algorithm that stores all the training examples and later finds the k nearest examples for each new example that needs to be classified.