Building Resilient ML Applications using Ensembles against Faulty Training Data.
Abraham ChanPublished in: ISSREW (2023)
Keyphrases
- training data
- decision trees
- maximum likelihood
- test set
- training set
- classification accuracy
- learning algorithm
- prior knowledge
- supervised learning
- test data
- data sets
- genetic algorithm
- ensemble methods
- ensemble learning
- labeled data
- training instances
- feature space
- database
- generalization error
- multiple faults
- base classifiers
- fault diagnosis
- class labels
- expert systems
- real time