High Dimensional Classification of Structural MRI Alzheimer's Disease Data Based on Large Scale Regularization.
Ramon CasanovaChristopher T. WhitlowBenjamin C. WagnerJeff WilliamsonSally A. ShumakerJoseph A. MaldjianMark A. EspelandPublished in: Frontiers Neuroinformatics (2011)
Keyphrases
- data sets
- database
- data points
- training samples
- high dimensional
- decision trees
- data analysis
- feature space
- support vector machine
- classification accuracy
- synthetic data
- high dimensional data
- low dimensional
- image data
- feature vectors
- training data
- feature extraction
- data sources
- medical images
- text classification
- machine learning
- data mining
- high dimensionality
- structural information
- input space