A Feature-Driven Decision Support System for Heart Failure Prediction Based on χ2 Statistical Model and Gaussian Naive Bayes.
Liaqat AliShafqat Ullah KhanNoorbakhsh Amiri GolilarzImrana YakubuIqbal QasimAdeeb NoorRedhwan NourPublished in: Comput. Math. Methods Medicine (2019)
Keyphrases
- statistical model
- decision support system
- naive bayes
- failure prediction
- decision trees
- classification accuracy
- statistical models
- text classification
- naive bayes classifier
- logistic regression
- decision making
- text categorization
- decision makers
- feature selection
- training data
- management system
- averaged one dependence estimators
- bayesian networks
- feature vectors
- expert systems
- probability model
- data warehouse
- case based reasoning
- artificial intelligence
- bayesian network classifiers
- machine learning
- conditional independence assumption
- em algorithm
- database
- information extraction
- random forest
- image segmentation
- data sets