A comparison of internal validation techniques for multifactor dimensionality reduction.
Stacey J. WinhamAndrew J. SlaterAlison A. Motsinger-ReifPublished in: BMC Bioinform. (2010)
Keyphrases
- dimensionality reduction
- high dimensionality
- structure preserving
- feature extraction
- principal component analysis
- feature space
- high dimensional
- database
- support vector machine
- internal and external
- lower dimensional
- data representation
- principal components
- linear discriminant analysis
- high dimensional data
- low dimensional
- data analysis
- clustering algorithm
- image processing
- computer vision
- information retrieval
- machine learning
- real world
- data sets