Bayesian Hidden Markov Model
mvn clean install
java -jar target/BHMM-1.0-SNAPSHOT.jar <LOG_LEVEL>
[FINE | FINER | FINEST] detail of logging.
FINE = Basic information
FINER = Information about variables
FINEST = Information about variables in each sampling step
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
MIT