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B

BoundaryBasedClassifier - Class in weka.classifiers.functions
 
BoundaryBasedClassifier(ClassifierWithBoundaries) - Constructor for class weka.classifiers.functions.BoundaryBasedClassifier
 
BoundaryBasedClassifier() - Constructor for class weka.classifiers.functions.BoundaryBasedClassifier
 
BoundaryCombiner - Class in weka.classifiers.meta.simpleVotingLikeCombiners
 
BoundaryCombiner() - Constructor for class weka.classifiers.meta.simpleVotingLikeCombiners.BoundaryCombiner
 
boundaryCombinerTipText() - Method in class weka.classifiers.meta.simpleVotingLikeCombiners.BoundaryCombiner
 
buildClassifier(Instances) - Method in class weka.classifiers.functions.BoundaryBasedClassifier
 
buildClassifier(Instances) - Method in class weka.classifiers.functions.explicitboundaries.models.FLDABoundary
 
buildClassifier(Instances) - Method in class weka.classifiers.functions.explicitboundaries.models.MultilayerPerceptronBoundary
 
buildClassifier(Instances) - Method in class weka.classifiers.functions.explicitboundaries.models.NearestCentroidBoundary
 
buildClassifier(Instances) - Method in class weka.classifiers.functions.explicitboundaries.models.SMOLinearBoundary
 
buildDefaultModelPlane(Instances) - Method in class weka.classifiers.functions.explicitboundaries.models.MajorityPlaneBoundaryModel
Builds a default decision boundary if there are instances belonging to only one class.

C

calibratorTipText() - Method in class weka.classifiers.functions.BoundaryBasedClassifier
 
checkCompatibility(Instances, Instance) - Static method in class weka.tools.InstancesTools
Checks the compatibility of the instance and the dataset
checkCompatibility(Instance, Instance) - Static method in class weka.tools.InstancesTools
Checks whether the instances are compatible.
ClassifierWithBoundaries - Interface in weka.classifiers.functions.explicitboundaries
 
classify(Instance) - Method in class weka.classifiers.functions.explicitboundaries.DecisionBoundary
Classify instance
classify(Instance) - Method in class weka.classifiers.functions.explicitboundaries.DecisionBoundaryPlane
 

D

DecisionBoundaries - Class in weka.classifiers.functions.explicitboundaries
 
DecisionBoundaries(List<DecisionBoundary>) - Constructor for class weka.classifiers.functions.explicitboundaries.DecisionBoundaries
 
DecisionBoundariesExtractor - Class in weka.classifiers.functions.explicitboundaries
 
DecisionBoundariesExtractor() - Constructor for class weka.classifiers.functions.explicitboundaries.DecisionBoundariesExtractor
 
DecisionBoundary - Class in weka.classifiers.functions.explicitboundaries
 
DecisionBoundary(Instances, int, int) - Constructor for class weka.classifiers.functions.explicitboundaries.DecisionBoundary
 
DecisionBoundaryCombiner - Interface in weka.classifiers.functions.explicitboundaries
 
DecisionBoundaryPlane - Class in weka.classifiers.functions.explicitboundaries
 
DecisionBoundaryPlane(Instances, int, int, Plane) - Constructor for class weka.classifiers.functions.explicitboundaries.DecisionBoundaryPlane
 
DecisionBoundaryPlane(Instances, int, int) - Constructor for class weka.classifiers.functions.explicitboundaries.DecisionBoundaryPlane
 
distanceToPlane(Instance) - Method in class weka.classifiers.functions.explicitboundaries.gemoetry.Plane
Calculate the distance of the vector to the plane
distributionForInstance(Instance) - Method in class weka.classifiers.functions.BoundaryBasedClassifier
 
distributionForInstance(Instance) - Method in class weka.classifiers.functions.explicitboundaries.models.FLDABoundary
 
DotProduct - Interface in weka.classifiers.functions.explicitboundaries.gemoetry
 
dotProduct(Instances, Instance, Instance) - Method in interface weka.classifiers.functions.explicitboundaries.gemoetry.DotProduct
Calculate dot product between instances (vecttors)
dotProduct(Instances, Instance, Instance) - Method in class weka.classifiers.functions.explicitboundaries.gemoetry.DotProductEuclidean
 
DotProductEuclidean - Class in weka.classifiers.functions.explicitboundaries.gemoetry
 
DotProductEuclidean() - Constructor for class weka.classifiers.functions.explicitboundaries.gemoetry.DotProductEuclidean
 

E

extractBoundaries(Classifier[]) - Method in class weka.classifiers.functions.explicitboundaries.DecisionBoundariesExtractor
 

F

FLDABoundary - Class in weka.classifiers.functions.explicitboundaries.models
 
FLDABoundary() - Constructor for class weka.classifiers.functions.explicitboundaries.models.FLDABoundary
 

G

getAlpha() - Method in class weka.classifiers.functions.explicitboundaries.combiners.PotentialFunctionExp
 
getAlpha() - Method in class weka.classifiers.functions.explicitboundaries.combiners.PotentialFunctionExp2
 
getAlpha() - Method in class weka.classifiers.functions.explicitboundaries.combiners.PotentialFunctionTahn
 
getBoundaries() - Method in class weka.classifiers.functions.explicitboundaries.DecisionBoundaries
 
getBoundary() - Method in class weka.classifiers.functions.BoundaryBasedClassifier
 
getBoundary() - Method in interface weka.classifiers.functions.explicitboundaries.ClassifierWithBoundaries
Returns decision boundaries of the classifier
getBoundary() - Method in class weka.classifiers.functions.explicitboundaries.models.FLDABoundary
 
getBoundary() - Method in class weka.classifiers.functions.explicitboundaries.models.LinearRegressionBoundary
 
getBoundary() - Method in class weka.classifiers.functions.explicitboundaries.models.MultilayerPerceptronBoundary
 
getBoundary() - Method in class weka.classifiers.functions.explicitboundaries.models.NearestCentroidBoundary
 
getBoundary() - Method in class weka.classifiers.functions.explicitboundaries.models.SMOLinearBoundary
 
getBoundaryCombiner() - Method in class weka.classifiers.meta.simpleVotingLikeCombiners.BoundaryCombiner
 
getCalibrator() - Method in class weka.classifiers.functions.BoundaryBasedClassifier
 
getCapabilities() - Method in class weka.classifiers.functions.explicitboundaries.models.FLDABoundary
 
getCapabilities() - Method in class weka.classifiers.functions.explicitboundaries.models.LinearRegressionBoundary
 
getCapabilities() - Method in class weka.classifiers.functions.explicitboundaries.models.MultilayerPerceptronBoundary
 
getCapabilities() - Method in class weka.classifiers.functions.explicitboundaries.models.NearestCentroidBoundary
 
getCapabilities() - Method in class weka.classifiers.functions.explicitboundaries.models.SMOLinearBoundary
 
getClass(Instance) - Method in class weka.classifiers.functions.explicitboundaries.combiners.PotentialFunctionCombiner
 
getClass(Instance) - Method in interface weka.classifiers.functions.explicitboundaries.DecisionBoundaryCombiner
Get combined decision of the boundaries (class value)
getClass(IteratedSingleClassifierEnhancer, Instance) - Method in class weka.classifiers.meta.simpleVotingLikeCombiners.BoundaryCombiner
 
getClass(MultipleClassifiersCombiner, Instance) - Method in class weka.classifiers.meta.simpleVotingLikeCombiners.BoundaryCombiner
 
getClass1Idx() - Method in class weka.classifiers.functions.explicitboundaries.DecisionBoundary
 
getClass2Idx() - Method in class weka.classifiers.functions.explicitboundaries.DecisionBoundary
 
getClassCounts(Instances) - Static method in class weka.tools.InstancesTools
Count instances belonging to classes
getDataHeader() - Method in class weka.classifiers.functions.explicitboundaries.gemoetry.Plane
 
getDatasetHeader() - Method in class weka.classifiers.functions.explicitboundaries.DecisionBoundary
 
getDecision(Instance) - Method in class weka.classifiers.functions.explicitboundaries.combiners.PotentialFunctionCombiner
 
getDecision(Instance) - Method in interface weka.classifiers.functions.explicitboundaries.DecisionBoundaryCombiner
Get combined decision of the boundaries (class index)
getDecisionPlane() - Method in class weka.classifiers.functions.explicitboundaries.DecisionBoundaryPlane
 
getDistance(Instance) - Method in class weka.classifiers.functions.explicitboundaries.DecisionBoundary
Returns the smallest distance between the surface of the decision boundary and the instance
getDistance(Instance) - Method in class weka.classifiers.functions.explicitboundaries.DecisionBoundaryPlane
 
getDistributionForInstance(IteratedSingleClassifierEnhancer, Instance) - Method in class weka.classifiers.meta.simpleVotingLikeCombiners.BoundaryCombiner
 
getDistributionForInstance(MultipleClassifiersCombiner, Instance) - Method in class weka.classifiers.meta.simpleVotingLikeCombiners.BoundaryCombiner
 
getDotProduct() - Method in class weka.classifiers.functions.explicitboundaries.gemoetry.Plane
 
getDotProduct() - Method in class weka.classifiers.functions.explicitboundaries.models.NearestCentroidBoundary
 
getIndex(Instance) - Method in class weka.classifiers.functions.explicitboundaries.DecisionBoundary
Give the class index for the instance
getIndex(Instance) - Method in class weka.classifiers.functions.explicitboundaries.DecisionBoundaryPlane
 
getNormalVector() - Method in class weka.classifiers.functions.explicitboundaries.gemoetry.Plane
 
getNumFolds() - Method in class weka.classifiers.functions.BoundaryBasedClassifier
 
getOffset() - Method in class weka.classifiers.functions.explicitboundaries.gemoetry.Plane
 
getOptions() - Method in class weka.classifiers.functions.BoundaryBasedClassifier
 
getOptions() - Method in class weka.classifiers.functions.explicitboundaries.combiners.PotentialFunctionCombiner
 
getOptions() - Method in class weka.classifiers.meta.simpleVotingLikeCombiners.BoundaryCombiner
 
getPlaneModel() - Method in class weka.classifiers.functions.explicitboundaries.models.MajorityPlaneBoundaryModel
 
getPotential() - Method in class weka.classifiers.functions.explicitboundaries.combiners.PotentialFunctionCombiner
 
getPotentialValue(double) - Method in interface weka.classifiers.functions.explicitboundaries.combiners.PotentialFunction
Calculates the potential value for x
getPotentialValue(double) - Method in class weka.classifiers.functions.explicitboundaries.combiners.PotentialFunctionExp
 
getPotentialValue(double) - Method in class weka.classifiers.functions.explicitboundaries.combiners.PotentialFunctionExp2
 
getPotentialValue(double) - Method in class weka.classifiers.functions.explicitboundaries.combiners.PotentialFunctionLinear
 
getPotentialValue(double) - Method in class weka.classifiers.functions.explicitboundaries.combiners.PotentialFunctionSign
 
getPotentialValue(double) - Method in class weka.classifiers.functions.explicitboundaries.combiners.PotentialFunctionTahn
 
getRevision() - Method in class weka.classifiers.meta.simpleVotingLikeCombiners.BoundaryCombiner
 
getSeed() - Method in class weka.classifiers.functions.BoundaryBasedClassifier
 
getUseCalibrator() - Method in class weka.classifiers.functions.BoundaryBasedClassifier
 
getValue(Instance) - Method in class weka.classifiers.functions.explicitboundaries.DecisionBoundary
Get value of the characteristic function of the decision boundary
getValue(Instance) - Method in class weka.classifiers.functions.explicitboundaries.DecisionBoundaryPlane
 
globalInfo() - Method in class weka.classifiers.functions.BoundaryBasedClassifier
 

I

InstancesTools - Class in weka.tools
 
InstancesTools() - Constructor for class weka.tools.InstancesTools
 
isNormalizeDistance() - Method in class weka.classifiers.functions.explicitboundaries.gemoetry.Plane
 
isUseDefault() - Method in class weka.classifiers.functions.explicitboundaries.models.MajorityPlaneBoundaryModel
 

L

LinearRegressionBoundary - Class in weka.classifiers.functions.explicitboundaries.models
 
LinearRegressionBoundary() - Constructor for class weka.classifiers.functions.explicitboundaries.models.LinearRegressionBoundary
 
listOptions() - Method in class weka.classifiers.functions.BoundaryBasedClassifier
 
listOptions() - Method in class weka.classifiers.functions.explicitboundaries.combiners.PotentialFunctionCombiner
 
listOptions() - Method in class weka.classifiers.meta.simpleVotingLikeCombiners.BoundaryCombiner
 

M

main(String[]) - Static method in class weka.classifiers.functions.BoundaryBasedClassifier
 
main(String[]) - Static method in class weka.classifiers.functions.explicitboundaries.models.FLDABoundary
 
main(String[]) - Static method in class weka.classifiers.functions.explicitboundaries.models.LinearRegressionBoundary
 
main(String[]) - Static method in class weka.classifiers.functions.explicitboundaries.models.MultilayerPerceptronBoundary
 
main(String[]) - Static method in class weka.classifiers.functions.explicitboundaries.models.NearestCentroidBoundary
 
main(String[]) - Static method in class weka.classifiers.functions.explicitboundaries.models.SMOLinearBoundary
 
MajorityPlaneBoundaryModel - Class in weka.classifiers.functions.explicitboundaries.models
 
MajorityPlaneBoundaryModel() - Constructor for class weka.classifiers.functions.explicitboundaries.models.MajorityPlaneBoundaryModel
 
MultilayerPerceptronBoundary - Class in weka.classifiers.functions.explicitboundaries.models
 
MultilayerPerceptronBoundary() - Constructor for class weka.classifiers.functions.explicitboundaries.models.MultilayerPerceptronBoundary
 

N

NearestCentroidBoundary - Class in weka.classifiers.functions.explicitboundaries.models
Nearest Centroind Classifier with explicit boundaries Only binary classifiers.
NearestCentroidBoundary() - Constructor for class weka.classifiers.functions.explicitboundaries.models.NearestCentroidBoundary
 
norm(Instances, Instance) - Method in interface weka.classifiers.functions.explicitboundaries.gemoetry.DotProduct
Calculates the dot-product-induced norm of the vector
norm(Instances, Instance) - Method in class weka.classifiers.functions.explicitboundaries.gemoetry.DotProductEuclidean
 
numFoldsTipText() - Method in class weka.classifiers.functions.BoundaryBasedClassifier
 

P

Plane - Class in weka.classifiers.functions.explicitboundaries.gemoetry
 
Plane(Instances) - Constructor for class weka.classifiers.functions.explicitboundaries.gemoetry.Plane
 
PotentialFunction - Interface in weka.classifiers.functions.explicitboundaries.combiners
 
PotentialFunctionCombiner - Class in weka.classifiers.functions.explicitboundaries.combiners
 
PotentialFunctionCombiner() - Constructor for class weka.classifiers.functions.explicitboundaries.combiners.PotentialFunctionCombiner
 
PotentialFunctionExp - Class in weka.classifiers.functions.explicitboundaries.combiners
 
PotentialFunctionExp() - Constructor for class weka.classifiers.functions.explicitboundaries.combiners.PotentialFunctionExp
 
PotentialFunctionExp2 - Class in weka.classifiers.functions.explicitboundaries.combiners
 
PotentialFunctionExp2() - Constructor for class weka.classifiers.functions.explicitboundaries.combiners.PotentialFunctionExp2
 
PotentialFunctionLinear - Class in weka.classifiers.functions.explicitboundaries.combiners
 
PotentialFunctionLinear() - Constructor for class weka.classifiers.functions.explicitboundaries.combiners.PotentialFunctionLinear
 
PotentialFunctionSign - Class in weka.classifiers.functions.explicitboundaries.combiners
 
PotentialFunctionSign() - Constructor for class weka.classifiers.functions.explicitboundaries.combiners.PotentialFunctionSign
 
PotentialFunctionTahn - Class in weka.classifiers.functions.explicitboundaries.combiners
 
PotentialFunctionTahn() - Constructor for class weka.classifiers.functions.explicitboundaries.combiners.PotentialFunctionTahn
 

S

seedTipText() - Method in class weka.classifiers.functions.BoundaryBasedClassifier
 
setAlpha(double) - Method in class weka.classifiers.functions.explicitboundaries.combiners.PotentialFunctionExp
 
setAlpha(double) - Method in class weka.classifiers.functions.explicitboundaries.combiners.PotentialFunctionExp2
 
setAlpha(double) - Method in class weka.classifiers.functions.explicitboundaries.combiners.PotentialFunctionTahn
 
setBoundaries(DecisionBoundaries) - Method in class weka.classifiers.functions.explicitboundaries.combiners.PotentialFunctionCombiner
 
setBoundaries(DecisionBoundaries) - Method in interface weka.classifiers.functions.explicitboundaries.DecisionBoundaryCombiner
Sets the boundaries to combine
setBoundaryCombiner(DecisionBoundaryCombiner) - Method in class weka.classifiers.meta.simpleVotingLikeCombiners.BoundaryCombiner
 
setCalibrator(Classifier) - Method in class weka.classifiers.functions.BoundaryBasedClassifier
 
setDotProduct(DotProduct) - Method in class weka.classifiers.functions.explicitboundaries.gemoetry.Plane
 
setDotProduct(DotProduct) - Method in class weka.classifiers.functions.explicitboundaries.models.NearestCentroidBoundary
 
setNormalizeDistance(boolean) - Method in class weka.classifiers.functions.explicitboundaries.gemoetry.Plane
 
setNormalVector(Instance) - Method in class weka.classifiers.functions.explicitboundaries.gemoetry.Plane
 
setNumFolds(int) - Method in class weka.classifiers.functions.BoundaryBasedClassifier
 
setOffset(double) - Method in class weka.classifiers.functions.explicitboundaries.gemoetry.Plane
 
setOptions(String[]) - Method in class weka.classifiers.functions.BoundaryBasedClassifier
 
setOptions(String[]) - Method in class weka.classifiers.functions.explicitboundaries.combiners.PotentialFunctionCombiner
 
setOptions(String[]) - Method in class weka.classifiers.meta.simpleVotingLikeCombiners.BoundaryCombiner
 
setPotential(PotentialFunction) - Method in class weka.classifiers.functions.explicitboundaries.combiners.PotentialFunctionCombiner
 
setSeed(int) - Method in class weka.classifiers.functions.BoundaryBasedClassifier
 
setUseCalibrator(boolean) - Method in class weka.classifiers.functions.BoundaryBasedClassifier
 
sideOfThePlane(Instance) - Method in class weka.classifiers.functions.explicitboundaries.gemoetry.Plane
Dtermines on which side of the plane the vector is.
SMOLinearBoundary - Class in weka.classifiers.functions.explicitboundaries.models
 
SMOLinearBoundary() - Constructor for class weka.classifiers.functions.explicitboundaries.models.SMOLinearBoundary
 

T

toString() - Method in class weka.classifiers.functions.explicitboundaries.DecisionBoundaries
 
toString() - Method in class weka.classifiers.functions.explicitboundaries.DecisionBoundary
 
toString() - Method in class weka.classifiers.functions.explicitboundaries.DecisionBoundaryPlane
 
toString() - Method in class weka.classifiers.functions.explicitboundaries.gemoetry.Plane
 

U

useCalibratorTipText() - Method in class weka.classifiers.functions.BoundaryBasedClassifier
 

W

weka.classifiers.functions - package weka.classifiers.functions
 
weka.classifiers.functions.explicitboundaries - package weka.classifiers.functions.explicitboundaries
 
weka.classifiers.functions.explicitboundaries.combiners - package weka.classifiers.functions.explicitboundaries.combiners
 
weka.classifiers.functions.explicitboundaries.gemoetry - package weka.classifiers.functions.explicitboundaries.gemoetry
 
weka.classifiers.functions.explicitboundaries.models - package weka.classifiers.functions.explicitboundaries.models
 
weka.classifiers.meta.simpleVotingLikeCombiners - package weka.classifiers.meta.simpleVotingLikeCombiners
 
weka.tools - package weka.tools
 
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