Name | Description | Type | Package | Framework |
AbstractBayesianClassifier | Abstract Bayesian classifier (supervised). | Class | net.sf.javaml.classification.bayes | JavaML |
AbstractBayesianClassifier_compact | Compact Abstract Bayesian classifier (supervised). | Class | net.sf.javaml.classification.bayes | JavaML |
AbstractClassifier | Class | net.sf.javaml.classification | JavaML | |
AbstractMeanClassifier | Abstract classifier class that is the parent of all classifiers that require the mean of each class as training. | Class | net.sf.javaml.classification | JavaML |
Bagging | Bagging meta learner. | Class | net.sf.javaml.classification.meta | JavaML |
ClassCounter | Data structure used for Bayesian networksAuthor:Lieven Baeyens, Thomas Abeel (thomas@abeel. | Class | net.sf.javaml.classification.bayes | JavaML |
ClassCounter_compact | Data structure used for Entropy based algorithmsAuthor:Lieven Baeyens, Thomas Abeel (thomas@abeel. | Class | net.sf.javaml.classification.bayes | JavaML |
Classifier | Interface for all classifiers. | Interface | net.sf.javaml.classification | JavaML |
CrossValidation | Class | net.sf.javaml.classification.evaluation | JavaML | |
EvaluateDataset | Tests a classifier on a data setAuthor:Thomas Abeel (thomas@abeel. | Class | net.sf.javaml.classification.evaluation | JavaML |
KDependentBayesClassifier | Class | net.sf.javaml.classification.bayes | JavaML | |
KDtreeKNN | KDtree support. | Class | net.sf.javaml.classification | JavaML |
KNearestNeighbors | Class | net.sf.javaml.classification | JavaML | |
MeanFeatureVotingClassifier | This classifier calculates the mean for each class. | Class | net.sf.javaml.classification | JavaML |
NaiveBayesClassifier | Class | net.sf.javaml.classification.bayes | JavaML | |
NearestMeanClassifier | Nearest mean classifier. | Class | net.sf.javaml.classification | JavaML |
PerformanceMeasure | Class implementing several performance measures commonly used for classification algorithms. | Class | net.sf.javaml.classification.evaluation | JavaML |
RandomForest | Class | net.sf.javaml.classification.tree | JavaML | |
RandomTree | Simple and fast implementation of the RandomTree classifier. | Class | net.sf.javaml.classification.tree | JavaML |
SimpleBagging | Bootstrap aggregating (Bagging) meta learner. | Class | net.sf.javaml.classification.meta | JavaML |
SOM | Classifier based on the Self-organized map clustering. | Class | net.sf.javaml.classification | JavaML |
ZeroR | ZeroR classifier implementation. | Class | net.sf.javaml.classification | JavaML |