Uses of Class
de.jungblut.classification.AbstractPredictor

Packages that use AbstractPredictor

Package	Description
de.jungblut.classification
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 AbstractPredictor in de.jungblut.classification

Subclasses of AbstractPredictor in de.jungblut.classification

Modifier and Type	Class and Description
class	AbstractClassifier Abstract base class for classifiers.

Uses of AbstractPredictor in de.jungblut.classification.bayes

Subclasses of AbstractPredictor in de.jungblut.classification.bayes

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

Uses of AbstractPredictor in de.jungblut.classification.knn

Subclasses of AbstractPredictor in de.jungblut.classification.knn

Modifier and Type	Class and 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 AbstractPredictor in de.jungblut.classification.meta

Subclasses of AbstractPredictor in de.jungblut.classification.meta

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

Uses of AbstractPredictor in de.jungblut.classification.nn

Subclasses of AbstractPredictor in de.jungblut.classification.nn

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

Uses of AbstractPredictor in de.jungblut.classification.regression

Subclasses of AbstractPredictor in de.jungblut.classification.regression

Modifier and Type	Class and Description
class	LogisticRegression

Uses of AbstractPredictor in de.jungblut.classification.tree

Subclasses of AbstractPredictor in de.jungblut.classification.tree

Modifier and Type	Class and 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 AbstractPredictor in de.jungblut.ner

Subclasses of AbstractPredictor in de.jungblut.ner

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

Uses of AbstractPredictor in de.jungblut.nlp

Subclasses of AbstractPredictor in de.jungblut.nlp

Modifier and Type	Class and 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).