Optimizing ML Classification Models for Constrained EDA Resource Budgets.
Ganapathy ParthasarathyBhuvnesh KumarSaurav NandaParivesh ChoudharySridhar RajakumarPublished in: ICCD (2022)
Keyphrases
- classification models
- training data
- maximum likelihood
- decision trees
- feature selection
- resource allocation
- learning models
- probability estimates
- attribute selection
- feature ranking
- software quality classification
- information gain
- expectation maximization
- feature set
- estimation of distribution algorithms
- imbalanced data
- data streams
- decision tree algorithm
- models built
- pattern recognition