Algoritmos genéticos aplicados a la optimización de características en la clasificación de arritmias cardiacas utilizando los clasificadores KNN y naive Bayes.
Christian Padilla-NavarroSheila Esmeralda González-ReynaGabriel Aguilera-GonzalezMartín Ortega-YepezSandra Bombela-JiménezManuel Rangel-HuertaCarlos Lino RamírezPublished in: Res. Comput. Sci. (2017)
Keyphrases
- naive bayes
- knn
- text categorization
- text classification
- k nearest neighbor
- classification algorithm
- test instances
- decision trees
- feature selection
- nearest neighbor
- logistic regression
- naive bayes classifier
- classification accuracy
- k nearest neighbour
- distance function
- information gain
- knn algorithm
- text classifiers
- bayesian classifier
- training data
- support vector machine
- cost sensitive
- augmented naive bayes
- bayesian network classifiers
- support vector machine svm
- neural network
- bayesian networks
- independence assumption
- labeled data
- averaged one dependence estimators
- low variance
- similarity search
- nearest neighbour
- text mining
- machine learning