Epoch | Ratio | CNN | Learner | Model | Epoch | Ratio | CNN | Learner | Model |
10 | 0.6 | AlexNet | LR | M1 | 15 | 0.7 | AlexNet | LR | M46 |
10 | 0.6 | DenseNet201 | LR | M2 | 15 | 0.7 | DenseNet201 | LR | M47 |
10 | 0.6 | ResNet50 | LR | M3 | 15 | 0.7 | ResNet50 | LR | M48 |
10 | 0.6 | VGG16 | LR | M4 | 15 | 0.7 | VGG16 | LR | M49 |
10 | 0.6 | VGG19 | LR | M5 | 15 | 0.7 | VGG19 | LR | M50 |
10 | 0.6 | AlexNet | NB | M6 | 15 | 0.7 | AlexNet | NB | M51 |
10 | 0.6 | DenseNet201 | NB | M7 | 15 | 0.7 | DenseNet201 | NB | M52 |
10 | 0.6 | ResNet50 | NB | M8 | 15 | 0.7 | ResNet50 | NB | M53 |
10 | 0.6 | VGG16 | NB | M9 | 15 | 0.7 | VGG16 | NB | M54 |
10 | 0.6 | VGG19 | NB | M10 | 15 | 0.7 | VGG19 | NB | M55 |
10 | 0.6 | AlexNet | SVM | M11 | 15 | 0.7 | AlexNet | SVM | M56 |
10 | 0.6 | DenseNet201 | SVM | M12 | 15 | 0.7 | DenseNet201 | SVM | M57 |
10 | 0.6 | ResNet50 | SVM | M13 | 15 | 0.7 | ResNet50 | SVM | M58 |
10 | 0.6 | VGG16 | SVM | M14 | 15 | 0.7 | VGG16 | SVM | M59 |
10 | 0.6 | VGG19 | SVM | M15 | 15 | 0.7 | VGG19 | SVM | M60 |
10 | 0.7 | AlexNet | LR | M16 | 20 | 0.6 | AlexNet | LR | M61 |
10 | 0.7 | DenseNet201 | LR | M17 | 20 | 0.6 | DenseNet201 | LR | M62 |
10 | 0.7 | ResNet50 | LR | M18 | 20 | 0.6 | ResNet50 | LR | M63 |
10 | 0.7 | VGG16 | LR | M19 | 20 | 0.6 | VGG16 | LR | M64 |
10 | 0.7 | VGG19 | LR | M20 | 20 | 0.6 | VGG19 | LR | M65 |
10 | 0.7 | AlexNet | NB | M21 | 20 | 0.6 | AlexNet | NB | M66 |
10 | 0.7 | DenseNet201 | NB | M22 | 20 | 0.6 | DenseNet201 | NB | M67 |
10 | 0.7 | ResNet50 | NB | M23 | 20 | 0.6 | ResNet50 | NB | M68 |
10 | 0.7 | VGG16 | NB | M24 | 20 | 0.6 | VGG16 | NB | M69 |
10 | 0.7 | VGG19 | NB | M25 | 20 | 0.6 | VGG19 | NB | M70 |
10 | 0.7 | AlexNet | SVM | M26 | 20 | 0.6 | AlexNet | SVM | M71 |
10 | 0.7 | DenseNet201 | SVM | M27 | 20 | 0.6 | DenseNet201 | SVM | M72 |
10 | 0.7 | ResNet50 | SVM | M28 | 20 | 0.6 | ResNet50 | SVM | M73 |
10 | 0.7 | VGG16 | SVM | M29 | 20 | 0.6 | VGG16 | SVM | M74 |
10 | 0.7 | VGG19 | SVM | M30 | 20 | 0.6 | VGG19 | SVM | M75 |
15 | 0.6 | AlexNet | LR | M31 | 20 | 0.7 | AlexNet | LR | M76 |
15 | 0.6 | DenseNet201 | LR | M32 | 20 | 0.7 | DenseNet201 | LR | M77 |
15 | 0.6 | ResNet50 | LR | M33 | 20 | 0.7 | ResNet50 | LR | M78 |
15 | 0.6 | VGG16 | LR | M34 | 20 | 0.7 | VGG16 | LR | M79 |
15 | 0.6 | VGG19 | LR | M35 | 20 | 0.7 | VGG19 | LR | M80 |
15 | 0.6 | AlexNet | NB | M36 | 20 | 0.7 | AlexNet | NB | M81 |
15 | 0.6 | DenseNet201 | NB | M37 | 20 | 0.7 | DenseNet201 | NB | M82 |
15 | 0.6 | ResNet50 | NB | M38 | 20 | 0.7 | ResNet50 | NB | M83 |
15 | 0.6 | VGG16 | NB | M39 | 20 | 0.7 | VGG16 | NB | M84 |
15 | 0.6 | VGG19 | NB | M40 | 20 | 0.7 | VGG19 | NB | M85 |
15 | 0.6 | AlexNet | SVM | M41 | 20 | 0.7 | AlexNet | SVM | M86 |
15 | 0.6 | DenseNet201 | SVM | M42 | 20 | 0.7 | DenseNet201 | SVM | M87 |
15 | 0.6 | ResNet50 | SVM | M43 | 20 | 0.7 | ResNet50 | SVM | M88 |
15 | 0.6 | VGG16 | SVM | M44 | 20 | 0.7 | VGG16 | SVM | M89 |
15 | 0.6 | VGG19 | SVM | M45 | 20 | 0.7 | VGG19 | SVM | M90 |