Scope Classification: An Instance-Based Learning Algorithm with a Rule-Based Characterisation.
Nicolas LachichePierre MarquisPublished in: ECML (1998)
Keyphrases
- learning algorithm
- classification algorithm
- classification accuracy
- machine learning algorithms
- pattern classification
- supervised learning
- pattern recognition
- machine learning
- training samples
- instance based learning
- machine learning methods
- support vector machine svm
- knn
- support vector machine
- generalization ability
- text classification
- decision trees
- nearest neighbour algorithm
- classification method
- feature selection
- classification systems
- expert systems
- preprocessing
- training data
- automatic classification
- unsupervised learning
- classification process
- nearest neighbour
- neural network
- image classification
- training set
- data mining
- decision rules
- cross validation
- class labels
- training examples
- incremental learning
- artificial neural networks
- feature space
- feature extraction
- supervised learning algorithms