DSCrank: A Method for Selection and Ranking of Datasets.
Yasmmin Cortes MartinsFábio Faria da MotaMaria Cláudia CavalcantiPublished in: MTSR (2016)
Keyphrases
- experimental evaluation
- objective function
- dynamic programming
- synthetic data
- similarity measure
- test data
- high accuracy
- mutual information
- selection scheme
- synthetic and real datasets
- selection algorithm
- high precision
- classification method
- experimental study
- clustering method
- computational cost
- cost function
- significant improvement
- multiscale
- support vector machine svm
- model selection
- detection method
- dimensionality reduction
- principal component analysis
- ranking algorithm
- pairwise
- selection strategy
- data sets