net.sf.myra.cantminer
Class cAntMiner
java.lang.Object
net.sf.myra.datamining.Classifier
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 |
OPTIONS_FILE
public static final java.lang.String OPTIONS_FILE
- Default options filename.
- See Also:
- Constant Field Values
cAntMiner
public cAntMiner()
- Default constructor.
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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