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. 2022 Nov 18;151:106324. doi: 10.1016/j.compbiomed.2022.106324

Table 10.

Dual_Pachi Quantitative Ablation studies illustrate the contribution of each part in the model performance using Data_A.

Accuracy (%) Sensitivity (%) Specificity (%) Precision (%) F1 Score AUC
Opt: Adam, Lr: 104, Lf: categorical_smooth_loss
Baseline 0.90468 0.81116 0.93631 0.83653 0.81355 0.87373
Without Bl. 3 +0.05351 +0.10556 +0.03475 +0.09229 +0.10647 +0.06838
Dual_Pachi +0.06188 +0.12199 +0.04143 +0.10252 +0.12034 +0.08174
Opt: Adam, Lr:103, Lf: categorical cross-entropy
Baseline 0.91973 0.84466 0.94713 0.85426 0.84114 0.89426
Without Bl. 3 +0.03512 +0.06766 +0.02165 +0.06683 +0.07206 +0.0433
Dual_Pachi +0.04014 +0.07281 +0.02542 +0.08076 +0.08119 +0.05084
Opt: SGD, Lr:104, Lf: categorical_smooth_loss
Baseline 0.88294 0.76244 0.92221 0.78338 0.76471 0.84442
Without Bl. 3 +0.03512 +0.07574 +0.02281 +0.06488 +0.07308 +0.07971
Dual_Pachi +0.05184 +0.10519 +0.03412 +0.09559 +0.10359 +0.06823