On the Properness of Incorporating Binary Classification Machine Learning Algorithms Into Safety-Critical Systems.
Mohamad GharibTommaso ZoppiAndrea BondavalliPublished in: IEEE Trans. Emerg. Top. Comput. (2022)
Keyphrases
- machine learning algorithms
- binary classification
- learning problems
- safety critical
- learning algorithm
- formal methods
- machine learning
- machine learning methods
- multi class
- fault tolerant
- multiclass classification
- decision trees
- learning tasks
- embedded systems
- cost sensitive
- distributed systems
- agent architecture
- support systems
- adaptive systems
- intelligent systems
- generalization error
- binary classifiers
- real world
- ensemble methods
- multi label
- feature selection
- support vector machine