Minimizing the Imbalance Problem in Chromatographic Profile Classification with One-Class Classifiers.
António V. SousaAna Maria MendonçaAurélio C. CampilhoPublished in: ICIAR (2008)
Keyphrases
- class imbalance
- decision trees
- pattern recognition
- pattern classification
- image classification
- classification accuracy
- classification rules
- class labels
- classification models
- support vector machine
- feature space
- classification scheme
- feature set
- support vector machine svm
- machine learning
- automatic classification
- binary classifiers
- neural network
- high dimensionality
- network intrusion detection
- classification method
- classification algorithm
- machine learning algorithms
- training samples
- text classification
- active learning
- feature vectors
- training set
- support vector
- feature selection