Informative Projection Recovery for Classification, Clustering and Regression.
Madalina FiterauArtur DubrawskiPublished in: ICMLA (1) (2013)
Keyphrases
- support vector
- clustering analysis
- unsupervised learning
- decision trees
- unsupervised classification
- regression model
- model selection
- classification accuracy
- unsupervised clustering
- regression problems
- high dimensionality
- classification scheme
- feature extraction
- clustering algorithm
- density estimation
- pattern classification
- accurate classifiers
- spectral clustering
- data clustering
- neural network
- classification method
- classification algorithm
- cross validation
- data sets
- support vector machine svm
- image classification
- pairwise
- target variable
- classification rules
- machine learning
- regression method
- k nearest neighbour
- k means
- active learning
- supervised classification
- clustering method
- hierarchical clustering
- dimension reduction