SOPA: Random Forests Regression for the Semantic Textual Similarity task.
Davide BuscaldiJorge García FloresIván V. MezaIsaac RodriguezPublished in: SemEval@NAACL-HLT (2015)
Keyphrases
- random forests
- regression problems
- regression trees
- regression forests
- semantic similarity
- classification and regression trees
- tree ensembles
- random forest
- natural language
- machine learning algorithms
- decision trees
- logistic regression
- ensemble methods
- similarity measure
- regression model
- base learners
- randomized trees
- conformal prediction
- ridge regression
- relational data
- semi supervised
- relational databases
- pairwise
- decision tree ensembles