Efficient Binary Classifier for Prediction of Diabetes Using Data Preprocessing and Support Vector Machine.
Madhavi PradhanG. R. BamnotePublished in: FICTA (1) (2014)
Keyphrases
- data preprocessing
- support vector machine
- feature selection
- svm classifier
- training data
- preprocessing
- support vector
- feature ranking
- prediction accuracy
- preprocessing step
- data mining
- k nearest neighbor
- generalization ability
- feature set
- databases
- classification method
- knn
- feature space
- support vector machine svm
- learning algorithm
- database
- data model
- web usage mining
- decision trees