Model# experiment number | Dataset | Experimental runs | Â | |||||
---|---|---|---|---|---|---|---|---|
1 | 2 | 3 | 4 | 5 | Average | SD | ||
DenseNet-201#1 | Training set | 0.7484 | 0.7484 | 0.7484 | 0.7533 | 0.7402 | 0.7477 | 0.00472 |
Validation set | 0.6263 | 0.6263 | 0.6465 | 0.6364 | 0.6465 | 0.6364 | 0.0101 | |
DenseNet-201#2 | Training set | 0.7745 | 0.7745 | 0.781 | 0.7859 | 0.7859 | 0.7804 | 0.00571 |
Validation set | 0.6667 | 0.6667 | 0.6667 | 0.6566 | 0.6768 | 0.6667 | 0.00714 | |
DenseNet-201#3 | Training set | 0.9902 | 0.9853 | 0.9886 | 0.9967 | 0.9837 | 0.9889 | 0.00507 |
Validation set | 0.8788 | 0.8889 | 0.8788 | 0.8485 | 0.8687 | 0.8727 | 0.01532 | |
DenseNet-201#4 | Training set | 0.598 | 0.598 | 0.6062 | 0.6078 | 0.6013 | 0.6023 | 0.00457 |
Validation set | 0.4949 | 0.4949 | 0.4848 | 0.4949 | 0.5051 | 0.4949 | 0.00718 | |
DenseNet-201#5 | Training set | 0.9265 | 0.9281 | 0.9281 | 0.9248 | 0.9167 | 0.9248 | 0.00475 |
Validation set | 0.7677 | 0.7677 | 0.8182 | 0.7778 | 0.7879 | 0.7839 | 0.02094 | |
DenseNet-201#6 | Training set | 0.9183 | 0.9183 | 0.9134 | 0.9118 | 0.9118 | 0.9147 | 0.00333 |
Validation set | 0.7677 | 0.7677 | 0.7677 | 0.8182 | 0.7576 | 0.7758 | 0.02411 | |
DenseNet-201#7 | Training set | 0.9951 | 0.9967 | 0.9869 | 0.9886 | 0.9967 | 0.9928 | 0.00469 |
Validation set | 0.899 | 0.9293 | 0.8687 | 0.8586 | 0.8687 | 0.8849 | 0.0291 |