Active Learning with the Probabilistic RBF Classifier.

Constantinos Constantinopoulos Aristidis Likas

Published in: ICANN (1) (2006)

Keyphrases

active learning
training examples
training set
label noise
support vector
mlp neural networks
radial basis function
support vector machine
learning algorithm
query by committee
artificial neural networks

learning strategies
probabilistic model
training data
bayesian networks
machine learning
neural network
classification algorithm
random sampling
feature selection
multi layer perceptron

linear classifiers
supervised learning
generative model
basis functions
decision trees
labeled instances
selective sampling
support vector machine svm
feature space
class labels

svm classifier
experimental design
training instances
incremental learning
fuzzy artmap
learning process
transfer learning
active learning framework
unlabeled data
confidence estimates