lr - learning rate
initiations 10
10CV not stratified
Parity 10 |
| lr=0.2 | lr=0.5 |
neurons | acc. | std. | acc. | std. |
1 | 47.70 | 5.54 | 44,70 | 5,81 |
2 | 45.60 | 6.50 | 46,40 | 6,48 |
3 | 44.30 | 4.37 | 53,10 | 12,30 |
4 | 42.40 | 4.84 | 46,90 | 9,97 |
5 | 46.80 | 9.46 | 73,70 | 18,36 |
6 | 41.20 | 4.16 | 65,50 | 23,87 |
7 | 41.10 | 9.94 | 77,80 | 22,42 |
8 | 40.20 | 7.44 | 85,20 | 17,32 |
9 | 36.60 | 9.85 | 90,20 | 13,15 |
10 | 31.90 | 7.28 | 79,50 | 23,89 |
11 | 40.30 | 22.76 | 84,30 | 23,15 |
12 | 38.00 | 10.78 | 96,30 | 2,31 |
13 | 32.70 | 10.07 | 96,00 | 3,27 |
14 | 32.10 | 9.27 | 97,10 | 1,85 |
15 | 38.70 | 12.18 | 92,10 | 18,05 |
16 | 39.70 | 24.15 | 97,90 | 1,60 |
17 | 43.80 | 16.14 | 77,70 | 29,18 |
18 | 31.30 | 7.82 | 98,30 | 0,95 |
19 | 33.70 | 20.84 | 90,30 | 17,05 |
20 | 35.30 | 21.82 | 96,60 | 2,12 |