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

TABLE 5. Accuracy of Four Transfer Algorithms on the 12 UCI Datasets.

Dataset METL MTrA MSDTrA MST3 L
breast-cancer 98.89 98.17 98.44 98.62
diabetes 84.04 83.8 83.94 84.28
diabetic retinopathy 63.75 63.26 64.24 63.13
heart-c 88.37 85.46 87.59 87.9
heart-statlog 75 74.16 74.16 75
hepatitis 84.31 83.42 83.66 84.45
ILPD 78.35 77.72 77.98 78.1
mammographic 64.11 63.4 65 63.4
sani 94.72 95 95.56 94.44
sick 96.6 93.93 94.35 96.69
thoracic surgery 98.89 98.17 98.44 98.62
wdbc 84.04 83.8 83.94 84.28
Average 82.81 81.83 82.49 82.6