Package | Description |
---|---|
pl.poznan.put.cs.idss.jrs.classifiers | |
pl.poznan.put.cs.idss.jrs.wrappers |
Modifier and Type | Class | Description |
---|---|---|
class |
AllRulesVCDRSAClassificationMethod |
Classifies an example according to VC-DRSA classification method described in:
J.
|
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.
|
Modifier and Type | Method | Description |
---|---|---|
RulesClassificationMethod |
RulesGeneratorWrapper.getMethod() |
Modifier and Type | Method | Description |
---|---|---|
ClassificationResultsFoldValidationContainer |
RulesGeneratorWrapper.crossValidate(RulesClassificationMethod method,
int n) |
Cross validates the rule classifier that is bulid on rules from
rulesContainer on a suplemented testContainer. |
ClassificationResultsFoldValidationContainer |
RulesGeneratorWrapper.crossValidate(RulesClassificationMethod method,
int n,
int decisionAttributeIndex) |
Cross validates the rule classifier that is bulid on rules from
rulesContainer on a suplemented testContainer. |
ClassificationResultsFoldValidationContainer |
RulesGeneratorWrapper.crossValidate(RulesClassificationMethod method,
int n,
long seed) |
Cross validates the rule classifier that is bulid on rules from
rulesContainer on a suplemented testContainer. |
ClassificationResultsFoldValidationContainer |
RulesGeneratorWrapper.crossValidate(RulesClassificationMethod method,
int n,
long seed,
int decisionAttributeIndex) |
Cross validates the rule classifier that is bulid on rules from
rulesContainer on a suplemented testContainer. |
void |
RulesGeneratorWrapper.setMethod(RulesClassificationMethod method) |
|
ClassificationResultsValidationContainer |
RulesGeneratorWrapper.validate(RulesClassificationMethod method) |
Validates the rule classifier that is bulid on rules from
rulesContainer on learning data set. |
ClassificationResultsValidationContainer |
RulesGeneratorWrapper.validate(RulesClassificationMethod method,
MemoryContainer testMemoryContainer) |
Validates the rule classifier that is bulid on rules from
rulesContainer on a given test container. |
ClassificationResultsValidationContainer |
RulesGeneratorWrapper.validate(RulesClassificationMethod method,
MemoryContainer testMemoryContainer,
int decisionAttributeIndex) |
Validates the rule classifier that is bulid on rules from
rulesContainer on a given test container. |
Constructor | Description |
---|---|
MonotonicVCdomLEMWrapper(RulesClassificationMethod method) |
|
MonotonicVCdomLEMWrapper(MemoryContainer memoryContainer,
double confidenceLevel,
int conditionsSelectionMethod,
int negativeExamplesTreatment,
boolean allPositiveExamples,
RulesClassificationMethod method) |
|
MonotonicVCdomLEMWrapper(MemoryContainer memoryContainer,
double confidenceLevel,
int consistencyMeasure,
int conditionsSelectionMethod,
int negativeExamplesTreatment,
boolean allPositiveExamples,
RulesClassificationMethod method) |
|
MonotonicVCdomLEMWrapper(MemoryContainer memoryContainer,
double confidenceLevel,
int conditionsSelectionMethod,
int negativeExamplesTreatment,
RulesClassificationMethod method) |
|
MonotonicVCdomLEMWrapper(MemoryContainer memoryContainer,
java.lang.String fileName,
double confidenceLevel,
int conditionsSelectionMethod,
int negativeExamplesTreatment,
RulesClassificationMethod method) |