A Bridge between Dynamical Systems and Machine Learning: Engineered Ordinary Differential Equations as Classification Algorithm (EODECA).
Raffaele MarinoLorenzo GiambagliLorenzo ChicchiLorenzo BuffoniDuccio FanelliPublished in: CoRR (2023)
Keyphrases
- classification algorithm
- dynamical systems
- ordinary differential equations
- differential equations
- machine learning
- dynamic systems
- phase space
- support vector machine
- learning algorithm
- naive bayes
- k nearest neighbor
- knn
- numerical solution
- decision trees
- training set
- qualitative simulation
- text classification
- linear systems
- machine learning algorithms
- information extraction
- class labels
- machine learning methods
- supervised learning
- state space
- active learning
- transfer learning
- reinforcement learning
- feature selection
- computer vision
- qualitative reasoning
- data mining
- mathematical models
- model selection
- nearest neighbor
- small number
- dynamic programming