SOSPCNN: Structurally Optimized Stochastic Pooling Convolutional Neural Network for Tetralogy of Fallot Recognition

Table 6

Statistical analysis without multiple-way data augmentation.

Run	Sen	Spc	Prc	Acc	F1	MCC	FMI
1	87.50	90.00	89.74	88.75	88.61	77.52	88.61
2	90.00	87.50	87.80	88.75	88.89	77.52	88.90
3	87.50	87.50	87.50	87.50	87.50	75.00	87.50
4	90.00	87.50	87.80	88.75	88.89	77.52	88.90
5	85.00	90.00	89.47	87.50	87.18	75.09	87.21
6	85.00	90.00	89.47	87.50	87.18	75.09	87.21
7	82.50	92.50	91.67	87.50	86.84	75.38	86.96
8	87.50	87.50	87.50	87.50	87.50	75.00	87.50
9	85.00	90.00	89.47	87.50	87.18	75.09	87.21
10	82.50	92.50	91.67	87.50	86.84	75.38	86.96
MSD	86.25 ± 2.70	89.50 ± 1.97	89.21 ± 1.58	87.87 ± 0.60	87.66 ± 0.82	75.86 ± 1.16	87.70 ± 0.79