Lost in Pruning: The Effects of Pruning Neural Networks beyond Test Accuracy.
Lucas LiebenweinCenk BaykalBrandon CarterDavid GiffordDaniela RusPublished in: MLSys (2021)
Keyphrases
- neural network
- search space
- tree pruning
- ensemble pruning
- pruning method
- pruning methods
- fold cross validation
- effective pruning
- tree construction
- pruning algorithm
- prediction accuracy
- pruning strategy
- self organizing maps
- database
- test cases
- social networks
- real time
- test data
- highly accurate
- high accuracy
- computational complexity
- decision trees
- artificial intelligence
- data sets