Research Article

A Novel Method for Differential Prognosis of Brain Degenerative Diseases Using Radiomics-Based Textural Analysis and Ensemble Learning Classifiers

Table 1

Sensitivity, specificity, and accuracy comparison of different ensemble classifiers.

ClassifiersSensitivitySpecificityAccuracy

XGBoost99.82%97.01%97.38%
AdaBoost94.91%97.76%97.21%
Bagging classifier74.22%90.07%87.56%
Random forest94.44%87.07%87.72%