gate.plugin.learningframework.engines.AlgorithmKind Maven / Gradle / Ivy

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A GATE plugin that provides many different machine learning algorithms for a wide range of NLP-related machine learning tasks like text classification, tagging, or chunking.

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/*
 * Copyright (c) 2015-2016 The University Of Sheffield.
 *
 * This file is part of gateplugin-LearningFramework 
 * (see https://github.com/GateNLP/gateplugin-LearningFramework).
 *
 * This program is free software: you can redistribute it and/or modify
 * it under the terms of the GNU Lesser General Public License as published by
 * the Free Software Foundation, either version 2.1 of the License, or
 * (at your option) any later version.
 * 
 * This program is distributed in the hope that it will be useful,
 * but WITHOUT ANY WARRANTY; without even the implied warranty of
 * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
 * GNU Lesser General Public License for more details.
 *
 * You should have received a copy of the GNU Lesser General Public License
 * along with this software. If not, see .
 */

package gate.plugin.learningframework.engines;

/**
 * Describe what task an algorithm is performing. 
 * @author johann
 */
public enum AlgorithmKind {
  CLASSIFIER,        // map an instance to a nominal value
  SEQUENCE_TAGGER,   // map instances within a sequence to nominal values
  REGRESSOR,         // map an instance to a numeric value
  CLUSTERING         // assign one or more cluster ids (integers) to instances
}