Design of a Clinical Decision Support System for Fracture Prediction Using Imbalanced Dataset

Figure 1

The wrapper method combining genetic algorithm and SVM: (a) a chromosome example and (b) the flowchart of the adopted wrapper method with genetic algorithm used for selecting features and adjusting SVM parameters as well as SVM for classifying different classes and calculating fitness values based on the objective functions.

(a)

(b)