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Table 2 Performance (AUC) comparison of the five predictive models

From: A coupling approach of a predictor and a descriptor for breast cancer prognosis

Data Set 1 2 3 4 5 6 7 8 9 10 Avg.
DT 0.74 0.50 0.50 0.78 0.80 0.82 0.79 0.77 0.78 0.80 0.73
ANN 0.68 0.72 0.68 0.72 0.66 0.68 0.67 0.73 0.71 0.73 0.70
SVM 0.79 0.79 0.80 0.79 0.82 0.78 0.79 0.82 0.81 0.81 0.80
SSL 0.77 0.79 0.78 0.76 0.78 0.77 0.77 0.8 0.78 0.8 0.78
SSL Co-training 0.84 0.82 0.80 0.81 0.82 0.84 0.83 0.82 0.78 0.81 0.81