| 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 |