Fast Classification of Electrocardiograph Signals via Instance Selection.
Krisztian BuzaAlexandros NanopoulosLars Schmidt-ThiemeJúlia KollerPublished in: HISB (2011)
Keyphrases
- instance selection
- feature and instance selection
- classification accuracy
- uci machine learning repository
- text classification
- nearest neighbor
- data reduction
- pattern recognition
- supervised learning
- machine learning
- feature selection
- support vector
- support vector machine
- image classification
- classification algorithm
- class imbalanced
- knowledge discovery and data mining
- feature extraction
- decision trees
- semi supervised learning
- feature vectors
- association rules
- preprocessing
- model selection
- data sets
- knn