Double dip map-reduce for processing cross validation jobs.
Danilo MoretKarin K. BreitmanEvelin AmorimJosé TalaveraRuy Luiz MilidiúJosé Viterbo FilhoPublished in: SAC (2012)
Keyphrases
- cross validation
- map reduce
- model selection
- support vector
- parallel computation
- real time
- cross validated
- information criterion
- unseen data
- open source
- error estimates
- cloud computing
- training set
- recently developed
- query optimization
- parallel machines
- multi dimensional
- active learning
- database systems
- nearest neighbor classifiers
- social networks