Modelling Metabolic Pathways Using Stochastic Logic Programs-Based Ensemble Methods.
Huma LodhiStephen MuggletonPublished in: CMSB (2004)
Keyphrases
- ensemble methods
- metabolic pathways
- prediction accuracy
- stochastic logic programs
- benchmark datasets
- decision trees
- random forest
- machine learning methods
- base classifiers
- biological data
- systems biology
- biological systems
- graphical models
- high throughput
- gene regulatory networks
- inductive logic programming
- bayesian networks
- training data
- machine learning