Performance Assessment of Decision Tree-Based Predictive Classifiers for Risk Pregnancy Care.
Mário W. L. MoreiraJoel J. P. C. RodriguesNeeraj KumarJianwei NiuIsaac WoungangPublished in: GLOBECOM (2017)
Keyphrases
- risk factors
- training data
- risk management
- decision trees
- naive bayes
- long term
- risk assessment
- pregnant women
- support vector
- feature selection
- feature set
- predictive modeling
- training set
- health care
- classification models
- training examples
- svm classifier
- classification algorithm
- predictive model
- supervised classification
- majority voting
- high risk
- machine learning algorithms
- information systems
- extracted features
- classification decisions
- trained classifiers
- medical care
- majority vote
- chronic disease
- multiple classifiers
- individual classifiers
- decision support system
- k nearest neighbour
- test set
- machine learning methods
- public health
- roc curve
- decision making
- support vector machine
- classification rate