Multi-Objective Semi-Supervised Feature Selection and Model Selection Based on Pearson's Correlation Coefficient.
Frederico CoelhoAntônio de Pádua BragaMichel VerleysenPublished in: CIARP (2010)
Keyphrases
- correlation coefficient
- model selection
- semi supervised feature selection
- feature selection
- cross validation
- graph classification
- hyperparameters
- regression model
- sample size
- mixture model
- machine learning
- unsupervised learning
- variable selection
- gaussian process
- text categorization
- principal components
- kernel matrix
- pattern recognition
- unlabeled data
- dimensionality reduction
- feature space
- computer vision