Research Article

A Context-Aware MRIPPER Algorithm for Heart Disease Prediction

Table 4

Comparison of performance evaluation on normal and abnormal subjects using MRIPPER algorithm.

ClassAccuracyPrecisionRecallSpecificityF-score

Healthy class96.4894.8197.2189.6495.50
97.2695.2098.4390.2696.85
96.4094.7397.1089.1295.08
97.9195.0898.4391.3596.32
98.8596.9399.2092.4897.05

Abnormal class98.9794.9999.6291.9597.37
98.5196.6499.4590.1697.01
97.3295.8298.3589.7896.95
98.0496.3498.9291.6597.46
96.8594.7597.4589.5195.68