Implementation of a linear Markov chain Conditional Random Field (CRF) model trained using gradient tree boosting.
This is a Java implementation of the algorithm and methods described in:
Gradient Tree Boosting for Training Conditional Random Fields
Thomas G. Dietterich, Guohua Hao, and Adam Ashenfelter
Journal of Machine Learning Research (JMLR).
Another implementation in C++ by the paper authors Guohua Hao and Thomas G. Dietterich can be found at:
Other projects include:
Fully Personalized PageRank
Transformed Weight-normalized Complement Naive Bayes classifier
Gradient Boosted Trees for Classification and Regression