An application of methods for the probabilistic three-class classification of pregnancies of unknown location.
Ben Van CalsterGeorge CondousEmma KirkTom BourneDirk TimmermanSabine Van HuffelPublished in: Artif. Intell. Medicine (2009)
Keyphrases
- benchmark datasets
- machine learning methods
- benchmark data sets
- classification method
- preprocessing
- classification systems
- multiclass classification
- pattern classification
- feature vectors
- k nearest neighbour
- machine learning algorithms
- machine learning
- significant improvement
- pattern recognition
- support vector
- terms of classification accuracy
- multiple classes
- data mining
- neural networks and support vector machines
- classification trees
- classification models
- cross validation
- multi class
- decision trees
- feature selection