A Pneumonia Diagnosis Scheme Based on Hybrid Features Extracted from Chest Radiographs Using an Ensemble Learning Algorithm

Table 2

Classification outcomes based on different sets of features.

Feature set	Accuracy (%)	Precision (%)	Sensitivity (%)	Specificity (%)	F-score (%)
Statistical	82.13	82.16	81.94	93.03	82.05
Deep	83.02	80.56	82.83	93.38	82.92
Combined	86.30	86.15	85.91	95.60	86.03
Selected	85.79	85.61	85.40	95.36	85.51