net.sf.myra.cantminer
Class cAntMiner

java.lang.Object
  extended by net.sf.myra.datamining.Classifier
      extended by net.sf.myra.cantminer.cAntMiner

public class cAntMiner
extends net.sf.myra.datamining.Classifier

This class represents the cAnt-Miner classification algorithm. More information is available in following paper:

 @ARTICLE{Otero08datamining,
    author = {F.E.B. Otero and A.A. Freitas and C.G. Johnson},
    title = {c{A}nt-{M}iner: an ant colony classification algorithm to cope with continuous attributes},
    booktitle = {Ant Colony Optimization and Swarm Intelligence (Proc. ANTS 2008), LNCS 5217},
    editor = {M. Dorigo et al.},
    publisher = {Springer},
    year = {2008},
    pages = {48-59}
 }
 

Version:
$Revision$ $Date:: $
Author:
Fernando Esteban Barril Otero

Field Summary
static java.lang.String OPTIONS_FILE
          Default options filename.
 
Fields inherited from class net.sf.myra.datamining.Classifier
DEFAULT_MAXIMUM_UNCOVERED_CASES, MAXIMUM_UNCOVERED_CASES, RULE_QUALITY_FUNCTION
 
Constructor Summary
cAntMiner()
          Default constructor.
 
Method Summary
 java.util.Properties filter(java.util.Properties properties)
           
 net.sf.myra.datamining.model.AbstractRuleModel run(net.sf.myra.datamining.data.Dataset dataset)
           
 
Methods inherited from class net.sf.myra.datamining.Classifier
getOptions
 
Methods inherited from class java.lang.Object
clone, equals, finalize, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait
 

Field Detail

OPTIONS_FILE

public static final java.lang.String OPTIONS_FILE
Default options filename.

See Also:
Constant Field Values
Constructor Detail

cAntMiner

public cAntMiner()
Default constructor.

Method Detail

filter

public java.util.Properties filter(java.util.Properties properties)
Overrides:
filter in class net.sf.myra.datamining.Classifier

run

public net.sf.myra.datamining.model.AbstractRuleModel run(net.sf.myra.datamining.data.Dataset dataset)
Specified by:
run in class net.sf.myra.datamining.Classifier


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