Development of Hepatitis Disease Detection System by Exploiting Sparsity in Linear Support Vector Machine to Improve Strength of AdaBoost Ensemble Model

Figure 1

Block diagram of the proposed diagnostic system. E: number of estimators used by the AdaBoost model, N: size of subset of features, and : hyperparameter of the SVM model that controls the sparsity.