Table 6. Instances evaluated for LIME interpretations.
Instance chosen | Top 5 predictions | ||
---|---|---|---|
VGG16 | MobileNetV2 | ResNet50 | |
Banana Peach 2 Physalis Banana Red Tomato Maroon |
Banana Kaki Banana Red Carambula Banana Lady Finger |
Banana Banana Lady Finger Carambula Lemon Cucumber Ripe 2 |
|
Pineapple Mini Tomato Yellow Tomato Maroon Apple Red Yellow 1 Huckleberry |
Pineapple Mini Physalis with Husk Mulberry Rambutan Pitahaya Red |
Pineapple Mini Pineapple Mangostan Mulberry Rambutan |
|
Apple Braeburn Apple Red 2 Apple Red 3 Tomato Yellow Apricot |
Apple Braeburn Nectarine Apple Red 2 Apple Pink Lady Tamarillo |
Apple Braeburn Apricot Potato Red Washed Nut Forest Cherry Wax Yellow |
|
Pepper Green Tomato not Ripened Watermelon Eggplant Grape Pink |
Pepper Green Apple Red Yellow 2 Tomato not Ripened Tomato Heart Pepper Orange |
Pepper Green Pepper Red Eggplant Dates Tomato Heart |
|
Strawberry Cucumber Ripe Grape Pink Raspberry Dates |
Strawberry Mandarine Nectarine Lemon Strawberry Wedge |
Strawberry Cucumber Ripe Avocado ripe Strawberry Wedge Carambula |