| IO-steps |
Model |
Accuracy |
Precision |
Sensitive |
F1 score |
Sensitive Chart |
| Regression |
Classification |
N |
S |
V |
F |
Q |
N |
S |
V |
F |
Q |
N |
S |
V |
F |
Q |
| 1-1 |
|
DuoHF-CNN |
54% |
0.75 | 0.11 | 0.04 | 0.00 | 0.00 |
0.65 | 0.65 | 0.01 | 0.00 | 0.00 |
0.69 | 0.19 | 0.01 | 0.00 | 0.00 |
|
|
DuoHF-CNN |
66% |
0.77 | 0.03 | 0.06 | 0.00 | 0.00 |
0.84 | 0.04 | 0.07 | 0.00 | 0.00 |
0.80 | 0.03 | 0.06 | 0.00 | 0.00 |
|
|
DuoHF-CNN |
68% |
0.76 | 0.03 | 0.06 | 0.00 | 0.00 |
0.86 | 0.04 | 0.06 | 0.00 | 0.00 |
0.81 | 0.03 | 0.06 | 0.00 | 0.00 |
|
|
DuoHF-CNN |
62% |
0.76 | 0.02 | 0.11 | 0.00 | 0.00 |
0.78 | 0.04 | 0.17 | 0.00 | 0.00 |
0.77 | 0.03 | 0.13 | 0.00 | 0.00 |
|
| 2-1 |
|
DuoHF-CNN |
71% |
0.79 | 0.07 | 0.03 | 0.00 | 0.00 |
0.90 | 0.12 | 0.01 | 0.00 | 0.00 |
0.84 | 0.09 | 0.02 | 0.00 | 0.00 |
|
|
DuoHF-CNN |
70% |
0.77 | 0.00 | 0.12 | 0.09 | 0.00 |
0.89 | 0.00 | 0.08 | 0.09 | 0.00 |
0.82 | 0.00 | 0.09 | 0.09 | 0.00 |
|
|
DuoHF-CNN |
61% |
0.82 | 0.20 | 0.05 | 0.06 | 0.38 |
0.76 | 0.07 | 0.08 | 0.91 | 0.00 |
0.79 | 0.10 | 0.06 | 0.12 | 0.01 |
|
|
DuoHF-CNN |
75% |
0.90 | 0.00 | 0.10 | 0.09 | 0.60 |
0.85 | 0.00 | 0.02 | 0.90 | 0.78 |
0.87 | 0.00 | 0.04 | 0.17 | 0.68 |
|
| 5-1 |
|
DuoHF-CNN |
75% |
0.79 | 0.00 | 0.09 | 0.11 | 0.01 |
0.95 | 0.00 | 0.03 | 0.17 | 0.00 |
0.87 | 0.00 | 0.05 | 0.14 | 0.01 |
|
|
DuoHF-CNN |
63% |
0.83 | 0.01 | 0.11 | 0.06 | 0.00 |
0.79 | 0.01 | 0.00 | 0.95 | 0.00 |
0.81 | 0.01 | 0.01 | 0.12 | 0.00 |
|
|
DuoHF-CNN |
61% |
0.85 | 0.00 | 0.12 | 0.06 | 0.00 |
0.75 | 0.00 | 0.13 | 0.84 | 0.00 |
0.80 | 0.00 | 0.12 | 0.11 | 0.00 |
|
|
DuoHF-CNN |
58% |
0.78 | 0.04 | 0.11 | 0.09 | 0.00 |
0.72 | 0.07 | 0.13 | 0.91 | 0.00 |
0.75 | 0.05 | 0.12 | 0.16 | 0.00 |
|
| 10-1 |
|
DuoHF-CNN |
76% |
0.78 | 0.00 | 0.00 | 0.08 | 0.00 |
0.96 | 0.00 | 0.00 | 0.20 | 0.00 |
0.86 | 0.00 | 0.00 | 0.11 | 0.00 |
|
|
DuoHF-CNN |
71% |
0.82 | 0.00 | 0.00 | 0.11 | 0.00 |
0.90 | 0.00 | 0.00 | 0.78 | 0.00 |
0.86 | 0.00 | 0.00 | 0.20 | 0.00 |
|
| 1-2 |
|
DuoHF-CNN |
54% |
0.75 | 0.04 | 0.08 | 0.12 | 0.00 |
0.67 | 0.15 | 0.12 | 0.03 | 0.00 |
0.71 | 0.06 | 0.10 | 0.05 | 0.00 |
|
|
DuoHF-CNN |
71% |
0.81 | 0.02 | 0.07 | 0.29 | 0.00 |
0.90 | 0.02 | 0.03 | 0.01 | 0.00 |
0.86 | 0.02 | 0.05 | 0.01 | 0.00 |
|
|
DuoHF-CNN |
62% |
0.85 | 0.04 | 0.10 | 0.00 | 0.00 |
0.77 | 0.12 | 0.18 | 0.01 | 0.00 |
0.80 | 0.07 | 0.13 | 0.01 | 0.00 |
|
|
DuoHF-CNN |
63% |
0.83 | 0.02 | 0.11 | 0.00 | 0.00 |
0.79 | 0.08 | 0.11 | 0.00 | 0.00 |
0.81 | 0.03 | 0.11 | 0.00 | 0.00 |
|
| 2-2 |
|
DuoHF-CNN |
78% |
0.81 | 0.37 | 0.00 | 0.00 | 0.00 |
0.95 | 0.58 | 0.00 | 0.00 | 0.00 |
0.88 | 0.46 | 0.00 | 0.00 | 0.00 |
|
|
DuoHF-CNN |
63% |
0.81 | 0.00 | 0.11 | 0.07 | 0.01 |
0.80 | 0.00 | 0.03 | 0.18 | 0.02 |
0.80 | 0.00 | 0.04 | 0.10 | 0.02 |
|
|
DuoHF-CNN |
69% |
0.88 | 0.00 | 0.03 | 0.03 | 0.32 |
0.79 | 0.00 | 0.02 | 0.03 | 0.69 |
0.83 | 0.00 | 0.02 | 0.03 | 0.43 |
|
|
DuoHF-CNN |
72% |
0.86 | 0.00 | 0.03 | 0.00 | 0.26 |
0.85 | 0.00 | 0.01 | 0.00 | 0.51 |
0.85 | 0.00 | 0.01 | 0.00 | 0.34 |
|
| 5-2 |
|
DuoHF-CNN |
78% |
0.81 | 0.14 | 0.00 | 0.00 | 0.00 |
0.99 | 0.11 | 0.00 | 0.00 | 0.00 |
0.89 | 0.12 | 0.00 | 0.00 | 0.00 |
|
|
DuoHF-CNN |
81% |
0.84 | 0.00 | 0.00 | 0.00 | 0.44 |
0.99 | 0.00 | 0.00 | 0.00 | 0.37 |
0.91 | 0.00 | 0.00 | 0.00 | 0.40 |
|
|
DuoHF-CNN |
75% |
0.81 | 0.00 | 0.08 | 0.00 | 0.00 |
0.96 | 0.00 | 0.05 | 0.00 | 0.00 |
0.88 | 0.00 | 0.06 | 0.00 | 0.00 |
|
| 10-2 |
|
DuoHF-CNN |
78% |
0.83 | 0.00 | 0.00 | 0.16 | 0.00 |
0.99 | 0.00 | 0.00 | 0.37 | 0.00 |
0.90 | 0.00 | 0.00 | 0.22 | 0.00 |
|
|
DuoHF-CNN |
75% |
0.88 | 0.00 | 0.00 | 0.16 | 0.00 |
0.95 | 0.00 | 0.00 | 0.37 | 0.00 |
0.91 | 0.00 | 0.00 | 0.22 | 0.00 |
|
| 1-5 |
|
DuoHF-CNN |
75% |
0.80 | 0.93 | 0.02 | 0.00 | 0.00 |
0.91 | 0.58 | 0.02 | 0.00 | 0.00 |
0.85 | 0.72 | 0.02 | 0.00 | 0.00 |
|
|
DuoHF-CNN |
68% |
0.81 | 0.01 | 0.15 | 0.00 | 0.00 |
0.86 | 0.02 | 0.02 | 0.00 | 0.00 |
0.83 | 0.04 | 0.04 | 0.00 | 0.00 |
|
|
DuoHF-CNN |
79% |
0.81 | 0.88 | 0.10 | 0.00 | 0.00 |
0.98 | 0.33 | 0.03 | 0.00 | 0.00 |
0.88 | 0.48 | 0.04 | 0.00 | 0.00 |
|
|
DuoHF-CNN |
69% |
0.77 | 0.06 | 0.12 | 0.00 | 0.00 |
0.88 | 0.07 | 0.06 | 0.01 | 0.00 |
0.82 | 0.07 | 0.08 | 0.01 | 0.00 |
|
| 2-5 |
|
DuoHF-CNN |
75% |
0.81 | 0.01 | 0.12 | 0.07 | 0.00 |
0.90 | 0.00 | 0.02 | 0.05 | 0.00 |
0.87 | 0.01 | 0.03 | 0.06 | 0.00 |
|
|
DuoHF-CNN |
71% |
0.83 | 0.00 | 0.04 | 0.15 | 0.00 |
0.89 | 0.00 | 0.01 | 0.47 | 0.00 |
0.86 | 0.00 | 0.01 | 0.23 | 0.00 |
|
|
DuoHF-CNN |
68% |
0.81 | 0.01 | 0.05 | 0.06 | 0.00 |
0.85 | 0.01 | 0.06 | 0.15 | 0.00 |
0.83 | 0.01 | 0.05 | 0.08 | 0.00 |
|
|
DuoHF-CNN |
56% |
0.85 | 0.00 | 0.04 | 0.06 | 0.00 |
0.69 | 0.00 | 0.03 | 0.96 | 0.00 |
0.76 | 0.00 | 0.03 | 0.12 | 0.00 |
|
| 5-5 |
|
DuoHF-CNN |
77% |
0.88 | 0.00 | 0.06 | 0.00 | 0.00 |
0.97 | 0.00 | 0.14 | 0.00 | 0.00 |
0.92 | 0.00 | 0.08 | 0.00 | 0.00 |
|
|
DuoHF-CNN |
80% |
0.83 | 0.17 | 0.00 | 0.00 | 0.38 |
0.99 | 0.00 | 0.00 | 0.00 | 0.26 |
0.90 | 0.00 | 0.00 | 0.00 | 0.30 |
|
|
DuoHF-CNN |
80% |
0.83 | 0.17 | 0.00 | 0.00 | 0.38 |
0.99 | 0.00 | 0.00 | 0.00 | 0.26 |
0.90 | 0.00 | 0.00 | 0.00 | 0.30 |
|
| 10-5 |
|
DuoHF-CNN |
78% |
0.80 | 0.00 | 0.00 | 0.00 | 0.00 |
1.00 | 0.00 | 0.00 | 0.00 | 0.00 |
0.89 | 0.00 | 0.00 | 0.00 | 0.00 |
|
| 1-10 |
|
DuoHF-CNN |
80% |
0.92 | 0.01 | 0.07 | 0.00 | 0.67 |
0.89 | 0.00 | 0.05 | 0.00 | 1.00 |
0.90 | 0.01 | 0.06 | 0.00 | 0.80 |
|
|
DuoHF-CNN |
68% |
0.93 | 0.01 | 0.00 | 0.00 | 0.67 |
0.74 | 0.04 | 0.00 | 0.00 | 1.00 |
0.82 | 0.01 | 0.00 | 0.00 | 0.80 |
|
|
DuoHF-CNN |
63% |
0.93 | 0.02 | 0.00 | 0.00 | 0.74 |
0.67 | 0.11 | 0.00 | 0.00 | 1.00 |
0.78 | 0.03 | 0.00 | 0.00 | 0.85 |
|
|
DuoHF-CNN |
69% |
0.87 | 0.04 | 0.00 | 0.00 | 0.60 |
0.77 | 0.18 | 0.00 | 0.00 | 0.66 |
0.82 | 0.07 | 0.00 | 0.00 | 0.63 |
|
|
DuoHF-CNN |
74% |
0.89 | 0.02 | 0.03 | 0.00 | 0.80 |
0.80 | 0.08 | 0.00 | 0.00 | 1.00 |
0.84 | 0.04 | 0.00 | 0.00 | 0.89 |
|
| 2-10 |
|
DuoHF-CNN |
61% |
0.91 | 0.04 | 0.05 | 0.00 | 0.00 |
0.76 | 0.21 | 0.13 | 0.00 | 0.00 |
0.83 | 0.07 | 0.07 | 0.00 | 0.00 |
|
|
DuoHF-CNN |
56% |
0.92 | 0.08 | 0.02 | 0.00 | 0.00 |
0.68 | 0.43 | 0.02 | 0.00 | 0.00 |
0.78 | 0.14 | 0.02 | 0.00 | 0.00 |
|
| 5-10 |
|
DuoHF-CNN |
79% |
0.81 | 0.70 | 0.10 | 0.00 | 0.00 |
0.96 | 0.55 | 0.05 | 0.00 | 0.00 |
0.88 | 0.61 | 0.07 | 0.00 | 0.00 |
|
| 10-10 |
|
DuoHF-CNN |
87% |
0.91 | 0.00 | 0.00 | 0.00 | 0.67 |
0.98 | 0.00 | 0.00 | 0.00 | 1.00 |
0.94 | 0.00 | 0.00 | 0.00 | 0.80 |
|
|
DuoHF-CNN |
82% |
0.86 | 0.00 | 0.00 | 0.00 | 0.55 |
0.93 | 0.00 | 0.00 | 0.00 | 0.79 |
0.94 | 0.00 | 0.00 | 0.00 | 0.65 |
|
|
DuoHF-CNN |
75% |
0.81 | 0.00 | 0.00 | 0.00 | 0.00 |
0.95 | 0.01 | 0.00 | 0.00 | 0.00 |
0.87 | 0.01 | 0.00 | 0.00 | 0.00 |
|
|
DuoHF-CNN |
75% |
0.89 | 0.00 | 0.09 | 0.00 | 0.00 |
0.95 | 0.00 | 0.06 | 0.00 | 0.00 |
0.92 | 0.00 | 0.07 | 0.00 | 0.00 |
|
