Measure for data partitioning in m × 2 cross-validation.
Yu WangJihong LiYanfang LiPublished in: Pattern Recognit. Lett. (2015)
Keyphrases
- cross validation
- data partitioning
- model selection
- parallel query processing
- hyperparameters
- support vector
- generalization error
- highly scalable
- hierarchical clustering
- cross validated
- nearest neighbor classifiers
- training set
- similarity search
- error estimates
- query processing
- neural network
- regularization parameter
- machine learning
- similarity measure
- query execution
- ls svm
- distributed memory
- feature extraction
- unseen data
- information criterion
- learning algorithm
- data analysis
- sample size
- distance measure