Model# Experiment number | Dataset | Experimental runs | Â | |||||
---|---|---|---|---|---|---|---|---|
1 | 2 | 3 | 4 | 5 | Average | SD | ||
VGG-19#1 | Training set | 0.8252 | 0.8415 | 0.8448 | 0.8399 | 0.8399 | 0.8383 | 0.00757 |
Validation set | 0.8182 | 0.8182 | 0.8182 | 0.798 | 0.798 | 0.8101 | 0.01106 | |
VGG-19#2 | Training set | 0.8578 | 0.8611 | 0.8709 | 0.8513 | 0.8497 | 0.8582 | 0.00851 |
Validation set | 0.8485 | 0.798 | 0.8283 | 0.8182 | 0.8182 | 0.8222 | 0.01835 | |
VGG-19#3 | Training set | 0.5621 | 0.5784 | 0.6405 | 0.5931 | 0.4951 | 0.5738 | 0.05285 |
Validation set | 0.5859 | 0.6465 | 0.6566 | 0.6061 | 0.4949 | 0.5980 | 0.06447 | |
VGG-19#4 | Training set | 0.8072 | 0.8056 | 0.7974 | 0.8039 | 0.8088 | 0.8046 | 0.00441 |
Validation set | 0.7879 | 0.7778 | 0.7879 | 0.7677 | 0.798 | 0.7839 | 0.01152 | |
VGG-19#5 | Training set | 0.915 | 0.9036 | 0.915 | 0.915 | 0.8938 | 0.9085 | 0.00958 |
Validation set | 0.8384 | 0.8182 | 0.8081 | 0.8384 | 0.8182 | 0.8243 | 0.01355 | |
VGG-19#6 | Training set | 0.9346 | 0.9265 | 0.9265 | 0.9346 | 0.9314 | 0.9307 | 0.00407 |
Validation set | 0.8485 | 0.8485 | 0.8485 | 0.8485 | 0.8586 | 0.8505 | 0.00452 | |
VGG-19#7 | Training set | 0.8775 | 0.7026 | 0.7435 | 0.8693 | 0.8415 | 0.8069 | 0.07901 |
Validation set | 0.7374 | 0.7071 | 0.7475 | 0.8182 | 0.8081 | 0.7637 | 0.0477 |