CRF-OPT: An efficient high-quality conditional random field solver

Keyphrases

• Computational Challenges 14%
• Conditional Random Field Model 14%
• Conditional Random Fields 100%
• DNA Sequencing 14%
• Exponential Transformation 28%
• Field Solver 100%
• Field Training 14%
• Forward-backward Algorithm 14%
• Gene Prediction 14%
• Graphical Models 14%
• HMM Model 14%
• Order of Magnitude 14%
• Pathogen DNA 14%
• Popular 14%
• Prediction Accuracy 14%
• Prediction Task 14%
• Quasi-Newton Method 14%
• Redundancy 14%
• Sequence Labeling 14%
• Training Package 14%
• Training Results 14%
• Training Time 14%
• Unsatisfactory Outcome 14%

Mathematics

• Backward Algorithm 12%
• Conditionals 100%
• Graphical Model 12%
• Quasi-Newton Method 12%
• Random Field 100%
• Step Size 12%

Computer Science

• Backward Algorithm 12%
• Conditional Random Field 100%
• Exploit Redundancy 12%
• Graphical Model 12%
• Prediction Accuracy 12%
• Quasi-Newton Method 12%
• Random Field Model 12%