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. 2023 Nov 29;9:e1629. doi: 10.7717/peerj-cs.1629

Table 6. Instances evaluated for LIME interpretations.

Instance chosen Top 5 predictions
VGG16 MobileNetV2 ResNet50
graphic file with name peerj-cs-09-1629-i001.jpg 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
graphic file with name peerj-cs-09-1629-i002.jpg 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
graphic file with name peerj-cs-09-1629-i003.jpg 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
graphic file with name peerj-cs-09-1629-i004.jpg 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
graphic file with name peerj-cs-09-1629-i005.jpg Strawberry
Cucumber Ripe
Grape Pink
Raspberry
Dates
Strawberry
Mandarine
Nectarine
Lemon
Strawberry Wedge
Strawberry
Cucumber Ripe
Avocado ripe
Strawberry Wedge
Carambula