Nearest neighbor sampling for better defect prediction.
Gary D. BoetticherPublished in: ACM SIGSOFT Softw. Eng. Notes (2005)
Keyphrases
- nearest neighbor
- defect prediction
- k nearest neighbor
- knn
- software repositories
- sampling methods
- high dimensional
- random sampling
- nearest neighbor search
- reverse nearest neighbor
- monte carlo
- training set
- data points
- nearest neighbor algorithm
- nearest neighbor queries
- high dimensional data
- software projects
- sampling strategy
- index structure
- raw data
- database systems
- distributed systems
- open source
- object oriented
- cooperative