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Bayesian Hidden Markov Model

Usage

mvn clean install
java -jar target/BHMM-1.0-SNAPSHOT.jar <LOG_LEVEL>

Arguments

[FINE | FINER | FINEST] detail of logging.
FINE = Basic information
FINER = Information about variables
FINEST = Information about variables in each sampling step

Configuration

Via configuration.properties:

  • corpus: Corpus file, see example corpus.txt
  • lexicon: Lexicon file, see example lexicon.txt
  • gold: Gold standard file, see example gold.txt
  • out: Output file
  • alpha: Hyperparameter for transitions
  • beta: Hyperparameter for emissions
  • iterations: Number of sampling iterations
  • max: Maximum temperature
  • min: Minimum temperature
  • decrease: Iteration steps at which the temperature is decreased by the rate
  • rate: Rate of decrease
  • dbg: Iteration steps at which the FINEST information is written in the log file

License

MIT

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