How to compute reliability estimates and display confidence and tolerance intervals for pattern classifiers using the Bootstrap and 3-way multidimensional scaling (DISTATIS).
Hervé AbdiJoseph P. DunlopLynne J. WilliamsPublished in: NeuroImage (2009)
Keyphrases
- multidimensional scaling
- confidence intervals
- low dimensional
- bayes classification
- training data
- decision trees
- cluster analysis
- sample size
- kernel pca
- support vector
- euclidean distance
- principal component analysis
- dimensionality reduction
- vector space
- training set
- svm classifier
- feature set
- neural network
- geodesic distance
- latent semantic indexing
- unsupervised learning
- cross validation
- training samples
- support vector machine
- high dimensional
- pattern recognition
- feature selection