A Learning Algorithm for Change Impact Prediction: Experimentation on 7 Java Applications.
Vincenzo MuscoAntonin CaretteMartin MonperrusPhilippe PreuxPublished in: CoRR (2015)
Keyphrases
- learning algorithm
- prediction accuracy
- machine learning
- nearest neighbour algorithm
- prediction model
- training data
- learning process
- prediction error
- test bed
- upper bound
- reinforcement learning
- supervised learning
- model selection
- unlabeled data
- training examples
- machine learning algorithms
- motion estimation
- classification algorithm
- software components
- active learning
- generalization error
- learning rate
- prediction algorithm
- data sets