Lost in Pruning: The Effects of Pruning Neural Networks beyond Test Accuracy.
Lucas LiebenweinCenk BaykalBrandon CarterDavid GiffordDaniela RusPublished in: CoRR (2021)
Keyphrases
- neural network
- ensemble pruning
- pattern recognition
- pruning algorithms
- computational cost
- pruning method
- genetic algorithm
- search space
- prediction accuracy
- tree pruning
- exhaustive search
- statistical significance
- high accuracy
- pruning methods
- data streams
- real time
- fuzzy systems
- pruning strategy
- information systems
- data sets