Supervised learning in committee machines by PCA.
Christoph BunzmannMichael BiehlRobert UrbanczikPublished in: ESANN (2002)
Keyphrases
- supervised learning
- principal component analysis
- principal components analysis
- unsupervised learning
- training data
- reinforcement learning
- training set
- dimension reduction
- learning machines
- semi supervised
- covariance matrix
- learning problems
- independent component analysis
- dimensionality reduction
- face recognition
- face images
- principal components
- supervised classification
- multiple instance learning
- statistical learning
- principle component analysis
- machine learning
- training examples
- active learning
- feature extraction
- training samples
- generalization error
- artificial intelligence
- text classification
- low dimensional
- high dimensional
- feature space
- parallel machines
- data sets
- supervised machine learning
- committee members
- appearance based object recognition