Towards Building Resilient Ensembles against Training Data Faults.
Abraham ChanArpan GujaratiKarthik PattabiramanSathish GopalakrishnanPublished in: DSN Workshops (2022)
Keyphrases
- training data
- decision trees
- fault diagnosis
- data sets
- training set
- supervised learning
- test data
- training instances
- fault detection
- learning algorithm
- software engineering
- classification models
- class labels
- generalization error
- random forests
- training dataset
- error detection
- multiple faults
- ensemble methods
- noisy data
- cross validation
- test set
- support vector machine
- classification accuracy
- domain knowledge
- support vector
- neural network