Model# experiment number | Dataset | Experimental runs | Â | |||||
---|---|---|---|---|---|---|---|---|
1 | 2 | 3 | 4 | 5 | Average | SD | ||
Inception-v3#1 | Training set | 0.7418 | 0.7533 | 0.75 | 0.75 | 0.7484 | 0.7487 | 0.00425 |
Validation set | 0.7172 | 0.7475 | 0.7576 | 0.7374 | 0.7374 | 0.7394 | 0.01498 | |
Inception-v3#2 | Training set | 0.6814 | 0.6699 | 0.683 | 0.6716 | 0.6716 | 0.6755 | 0.00618 |
Validation set | 0.7172 | 0.7071 | 0.7172 | 0.7071 | 0.7071 | 0.7111 | 0.00553 | |
Inception-v3#3 | Training set | 0.9869 | 0.9869 | 0.9853 | 0.9869 | 0.982 | 0.9856 | 0.00213 |
Validation set | 0.8283 | 0.8485 | 0.8687 | 0.8485 | 0.8485 | 0.8485 | 0.01428 | |
Inception-v3#4 | Training set | 0.5163 | 0.5196 | 0.5229 | 0.5147 | 0.5147 | 0.5176 | 0.00356 |
Validation set | 0.5556 | 0.5657 | 0.5859 | 0.5859 | 0.5859 | 0.5758 | 0.01428 | |
Inception-v3#5 | Training set | 0.9118 | 0.8938 | 0.902 | 0.9003 | 0.9003 | 0.9016 | 0.00649 |
Validation set | 0.8182 | 0.8182 | 0.8283 | 0.7879 | 0.798 | 0.8101 | 0.0166 | |
Inception-v3#6 | Training set | 0.8448 | 0.817 | 0.8301 | 0.8513 | 0.8513 | 0.8389 | 0.01499 |
Validation set | 0.798 | 0.7677 | 0.7677 | 0.7879 | 0.7879 | 0.7818 | 0.01355 | |
Inception-v3#7 | Training set | 0.9869 | 0.9869 | 0.9918 | 0.9935 | 0.9853 | 0.9889 | 0.00355 |
Validation set | 0.8788 | 0.8788 | 0.8586 | 0.8687 | 0.8485 | 0.8667 | 0.01317 |