Predicting drug properties with parameter-free machine learning: pareto-optimal embedded modeling (POEM).
Andrew E. BreretonStephen MacKinnonZhaleh SafikhaniShawn ReevesSana AlwashVijay ShahaniAndreas WindemuthPublished in: Mach. Learn. Sci. Technol. (2020)
Keyphrases
- parameter free
- pareto optimal
- machine learning
- multiple objectives
- multi objective
- categorical data
- multi objective optimization
- nsga ii
- pareto optimality
- social welfare
- outlier detection
- multi issue negotiation
- fully automatic
- nash equilibrium
- data mining
- special case
- reinforcement learning
- learning algorithm
- convex hull
- model selection
- neural network
- pareto optimal set