Nearest neighbor sampling for better defect prediction.
Gary D. BoetticherPublished in: PROMISE@ICSE (2005)
Keyphrases
- nearest neighbor
- defect prediction
- k nearest neighbor
- software repositories
- knn
- high dimensional
- index structure
- software projects
- high dimensional data
- training set
- sample size
- random sampling
- nearest neighbor search
- monte carlo
- sampling strategy
- neural network
- decision boundary
- sampling algorithm
- parameter space
- nearest neighbor queries
- real world