Evaluating Classification Performance with only Positive and Unlabeled Samples.

Siamak Hajizadeh Zili Li Rolf P. B. J. Dollevoet David M. J. Tax

Published in: S+SSPR (2014)

Keyphrases

unlabeled samples
semi supervised
pattern recognition
incremental learning
semi supervised learning
labeled samples
decision trees
classification accuracy

high dimensionality
feature selection
classification method
labeled data
text classification
feature extraction
support vector
feature set

training samples
support vector machine
feature space
semi supervised classification
label information
machine learning
labeled training data
discriminative information

label propagation
labeled and unlabeled data
classification systems
unlabeled data
supervised learning
mixture model
em algorithm