Package | Description |
---|---|
net.sf.tweety.machinelearning | |
net.sf.tweety.machinelearning.svm |
Modifier and Type | Class and Description |
---|---|
class |
ClassificationTester<S extends Observation,T extends Category>
Classes implementing this interface provide the means to test a training mechanism
for performance.
|
class |
CrossValidator<S extends Observation,T extends Category>
Performs cross-validation in a classifier, i.e.
|
class |
GridSearchParameterLearner<S extends Observation,T extends Category>
A grid-search approach for learning parameters.
|
class |
ParameterTrainer<S extends Observation,T extends Category>
Performs a parameter training on a given trainer, i.e.
|
interface |
Trainer<S extends Observation,T extends Category> |
class |
TrainingSet<S extends Observation,T extends Category>
A set of observations together with their category.
|
Modifier and Type | Class and Description |
---|---|
class |
BooleanCategory
A category for one-class classifiers.
|
class |
DoubleCategory
A category for multi-class classification using a double as identifier.
|
Modifier and Type | Method and Description |
---|---|
Category |
Classifier.classify(Observation obs)
Classifies the given observation.
|
Modifier and Type | Method and Description |
---|---|
Category |
SupportVectorMachine.classify(Observation obs) |