Package org.apache.mahout.classifier.sequencelearning.hmm

Class Summary

Class	Description
BaumWelchTrainer	A class for EM training of HMM from console
HmmAlgorithms	Class containing implementations of the three major HMM algorithms: forward, backward and Viterbi
HmmEvaluator	The HMMEvaluator class offers several methods to evaluate an HMM Model.
HmmModel	Main class defining a Hidden Markov Model
HmmTrainer	Class containing several algorithms used to train a Hidden Markov Model.
HmmUtils	A collection of utilities for handling HMMModel objects.
RandomSequenceGenerator	Command-line tool for generating random sequences by given HMM
ViterbiEvaluator	Command-line tool for Viterbi evaluating