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. 2020 Oct 19;58(1):102411. doi: 10.1016/j.ipm.2020.102411

Table 19.

Performance of networks feed with different features on dataset1.

Model name Specificity Sensitivity F1 Precision Accuracy
ANNraw 0.9385 0.7949 0.8378 0.8857 0.8846
SVM 0.9821 0.5897 0.7282 0.9517 0.8349
Decision Tree 0.9769 0.5470 0.6900 0.9343 0.8157
GNet (N = 32, k = 16) 0.9949 0.9231 0.9558 0.9908 0.9679
GNet (N = 64, k = 48) 0.9872 0.9744 0.9764 0.9785 0.9824
GNet (N = 96, k = 84) 0.9487 1.0000 0.9590 0.9213 0.9679
GNet (N = 128, k = 96) 0.9846 0.9915 0.9831 0.9748 0.9872
GNet (N = 156, k = 96) 0.9462 0.9915 0.9631 0.9170 0.9631