Classification Algorithms for Biomedical Volume Datasets.
Jesús CerquidesMaite López-SánchezSantiago OntañónEloi PuertasAnna PuigOriol PujolDani TostPublished in: CAEPIA (2005)
Keyphrases
- benchmark datasets
- uci machine learning repository
- machine learning algorithms
- decision tree algorithms
- pattern recognition
- classification algorithm
- significant improvement
- machine learning
- accurate classifiers
- real and synthetic datasets
- uci repository
- feature selection algorithms
- classification accuracy
- computational complexity
- decision trees
- support vector machine svm
- computational cost
- cost sensitive
- synthetic datasets
- induction algorithms
- binary classification problems
- supervised learning tasks
- optimization problems
- data sets
- massive datasets
- biomedical data
- learning algorithm
- uci datasets
- data structure
- automatic classification
- active learning
- benchmark data sets
- support vector machine
- theoretical analysis