Package | Description |
---|---|
pl.poznan.put.cs.idss.jrs.classifiers | |
pl.poznan.put.cs.idss.jrs.classifiers.ensembles |
Modifier and Type | Class | Description |
---|---|---|
class |
AllRulesVCDRSAClassificationMethod |
Classifies an example according to VC-DRSA classification method described in:
J.
|
class |
DRSAClassificationMethod |
Implements classifcation by direct application of approximations of unions.
|
class |
RoughSetClassificationMethod |
Implements classification by direct application of rough set approximations
of a given set.
|
class |
RulesClassificationMethod |
Base class for all rule-based classification methods used in jRS library
|
class |
RulesDRSAClassificationMethod |
DRSA classification method based on the idea of intersections of upward and
downward rules that cover example to be classified.
|
class |
RulesHybridClassificationMethod |
Classifies an example according to DRSA classification method and if the
the result is ambigous reclassifies it according to VC-DRSA classification
method described in:
|
class |
RulesVCDRSAClassificationMethod |
Classification method described in publication:
J.
|
class |
StrongRulesVCDRSAClassificationMethod |
Classifies objects according to VC-DRSA classification method described in:
J.
|
class |
WekaClassificationMethod |
Wrapper for weka classification methods.
|
class |
WekaDistributionClassificationMethod |
Wrapper for weka classification methods.
|
Modifier and Type | Method | Description |
---|---|---|
ClassificationMethod |
Classifier.getMethod() |
|
ClassificationMethod |
WekaClassifier.getMethod() |
Modifier and Type | Method | Description |
---|---|---|
void |
Classifier.setMethod(ClassificationMethod method) |
Constructor | Description |
---|---|
Classifier(ClassificationMethod method,
int decisionAttributeIndex) |
Modifier and Type | Class | Description |
---|---|---|
class |
AverageMethod |
Standard majority voting method extended to deal with DRSA classification.
|
class |
EnsembleClassificationMethod |
Represents ensemble of
SimpleClassifierWrapper classifiers. |
class |
MajorityVotingBalancedMethod |
Standard majority voting method extended to deal with DRSA classification.
|
class |
MajorityVotingMethod |
Standard majority voting method extended to deal with DRSA classification.
|
class |
WeightedVotingMethod |
Combines results of many classifiers by voting with weights
|