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. 2020 Apr 23;8:1400310. doi: 10.1109/JTEHM.2020.2984601

TABLE 2. Classification Accuracy of Different Prototypes on the 12 UCI Datasets.

Dataset 3% 10% 30%
prototype1 prototype2 METL prototype1 prototype2 METL prototype1 prototype2 METL
breast-cancer 97.52 97.06 98.16 98.78 98.07 98.89 99.08 98.8 99.17
diabetes 75.84 81.95 81.9 79.42 83.09 83.8 81.71 83.17 85.71
diabetic retinopathy 62.56 62.5 63.05 63.47 63.36 63.75 67.76 67.15 67.78
heart-c 81.93 83.72 86.82 80.71 84.49 88.37 86.53 97.98 90.69
heart-statlog 69.7 70.83 70.21 74.3 74.75 75 77.98 82.02 84.61
hepatitis 80.88 79.73 82.35 82.35 81.04 84.31 83.72 82.35 88.23
ILPD 73.29 74.93 74.68 77.85 78.1 78.35 77.97 78.23 78.48
mammographic_masses 63.4 63 63.2 64.5 63.9 64.11 81 80.5 81
sani 82.78 80.28 81.94 95.55 94.17 94.72 96.38 95.83 97.22
sick 96.03 96.03 96.03 95.65 96.31 96.6 97.28 97.45 97.73
thoracic surgery 82.94 83.47 84.13 90.93 91.03 91.73 91.33 91.87 92
wdbc 91.52 91.69 92.54 95.93 96.61 96.76 98.88 99.15 99.32
Average 78.39 79 79.83 81.26 81.73 82.79 84.94 86.35 87.06