Are We Training with The Right Data? Evaluating Collective Confidence in Training Data using Dempster Shafer Theory.
Sangeeta DeySeok-Won LeePublished in: ICSE (NIER) (2022)
Keyphrases
- training data
- data sets
- dempster shafer theory
- training and testing data
- training dataset
- training examples
- prior knowledge
- data points
- labelled data
- high quality
- training set
- labeled data
- input data
- training process
- noisy data
- training samples
- data analysis
- decision trees
- unlabeled data
- feature space
- test set
- decision making
- computer vision
- genetic algorithm
- combination rule
- machine learning