Training Data Subset Search With Ensemble Active Learning.
Kashyap ChittaJose M. AlvarezElmar HaussmannClément FarabetPublished in: IEEE Trans. Intell. Transp. Syst. (2022)
Keyphrases
- training data
- active learning
- training set
- learning algorithm
- search algorithm
- supervised learning
- labeled data
- training examples
- decision trees
- data sets
- search strategy
- search space
- neural network
- search strategies
- unlabeled data
- semi supervised learning
- classification accuracy
- generalization error
- sample selection
- semi supervised
- support vector machine
- classification models
- training process
- test set
- prior knowledge
- machine learning
- base classifiers
- random forest
- selective sampling
- active learning strategies
- annotation effort