Extraction of Regulatory Events using Kernel-based Classifiers and Distant Supervision.
Andre LamuriasMiguel J. RodriguesLuka A. ClarkeFrancisco M. CoutoPublished in: BioNLP (Shared Task) (2016)
Keyphrases
- support vector
- training data
- multi category
- linear classifiers
- information extraction
- svm classifier
- test set
- support vector machine
- event detection
- training examples
- automatic extraction
- decision trees
- binary classification tasks
- supervised classification
- kernel methods
- machine learning algorithms
- feature selection
- training set
- multiple kernel learning
- feature set
- class labels
- multiple classifiers
- classification systems
- extracted features
- online learning
- training samples
- classification method
- naive bayes
- classification accuracy
- high dimensional
- kernel pca
- individual classifiers
- kernel logistic regression