A sparse nearest mean classifier for high dimensional multi-class problems.

Cor J. Veenman Annabel Bolck

Published in: Pattern Recognit. Lett. (2011)

Keyphrases

multi class problems
high dimensional
nearest neighbor
multi class
data points
feature space
active learning
binary classification problems

weak classifiers
cost sensitive learning
low dimensional
binary classifiers
high dimensional data
dimensionality reduction
training samples
naive bayes

class imbalance
high dimensionality
logistic regression
support vector machine
multi class classification
decision trees
training data
cost sensitive

unlabeled data
support vector
class labels
k nearest neighbor
training examples
sparse representation
learning algorithm
multiclass classification