Uses of Class
de.jungblut.classification.AbstractClassifier

Packages that use AbstractClassifier

Package	Description
de.jungblut.classification.bayes
de.jungblut.classification.knn
de.jungblut.classification.meta
de.jungblut.classification.nn
de.jungblut.classification.regression
de.jungblut.classification.tree
de.jungblut.ner
de.jungblut.nlp

Uses of AbstractClassifier in de.jungblut.classification.bayes

Subclasses of AbstractClassifier in de.jungblut.classification.bayes

Modifier and Type	Class	Description
class	MultinomialNaiveBayes	Multinomial naive bayes classifier.

Uses of AbstractClassifier in de.jungblut.classification.knn

Subclasses of AbstractClassifier in de.jungblut.classification.knn

Modifier and Type	Class	Description
class	AbstractKNearestNeighbours	K nearest neighbour classification algorithm that is seeded with a "database" of known examples and predicts based on the k-nearest neighbours majority vote for a class.
class	KNearestNeighbours	K nearest neighbour classification algorithm that is seeded with a "database" of known examples and predicts based on the k-nearest neighbours majority vote for a class.
class	SparseKNearestNeighbours	K nearest neighbour classification algorithm that is seeded with a "database" of known examples and predicts based on the k-nearest neighbours majority vote for a class.

Uses of AbstractClassifier in de.jungblut.classification.meta

Subclasses of AbstractClassifier in de.jungblut.classification.meta

Modifier and Type	Class	Description
class	Voter<A extends Classifier>	Implementation of vote ensembling.

Uses of AbstractClassifier in de.jungblut.classification.nn

Subclasses of AbstractClassifier in de.jungblut.classification.nn

Modifier and Type	Class	Description
class	MultilayerPerceptron	Multilayer perceptron implementation that works on GPU via JCuda and CPU.

Uses of AbstractClassifier in de.jungblut.classification.regression

Subclasses of AbstractClassifier in de.jungblut.classification.regression

Modifier and Type	Class	Description
class	LogisticRegression

Uses of AbstractClassifier in de.jungblut.classification.tree

Subclasses of AbstractClassifier in de.jungblut.classification.tree

Modifier and Type	Class	Description
class	DecisionTree	A decision tree that can be used for classification with numerical or categorical features.
class	RandomForest	A decision tree forest, using bagging.

Uses of AbstractClassifier in de.jungblut.ner

Subclasses of AbstractClassifier in de.jungblut.ner

Modifier and Type	Class	Description
class	MaxEntMarkovModel	Maximum entropy markov model for named entity recognition (classifying labels in sequence learning).

Uses of AbstractClassifier in de.jungblut.nlp

Subclasses of AbstractClassifier in de.jungblut.nlp

Modifier and Type	Class	Description
class	HMM	Hidden Markov Model implementation for multiple observations for all three types of problems HMM aims to solve (Decoding, likelihood estimation, unsupervised/supervised learning).