Concurrent Classifier Error Detection (CCED) in Large Scale Machine Learning Systems.
Pedro ReviriegoZiheng WangAlvaro AlonsoZhen GaoFarzad NikniaShanshan LiuFabrizio LombardiPublished in: CoRR (2023)
Keyphrases
- machine learning systems
- error detection
- learning classifier systems
- error correction
- machine learning
- machine learning algorithms
- fault isolation
- learning systems
- spam filters
- decision trees
- support vector machine
- fault tolerance
- training data
- class labels
- supervised learning algorithms
- spam filtering
- training set
- feature space
- learning algorithm
- learning problems
- rule sets
- training samples
- feature selection
- genetic algorithm
- real world
- real valued
- training process
- sensor networks
- multiclass classification
- data mining