DistilBERT (best) - XAI Results (Integrated Gradients)

Correct Predictions

ID: 0 | True: 5 | Pred: 5 | Confidence: 0.9706

[CLS] amazing dress ! [SEP] wow ! i saw this dress in the store and had to try it on . it is simply stunning ! the bright colors and design are a true tracy reese dress and i looked like a fairy queen in it ! lo ##l . i can ' t wait to wear it ! [SEP]

Top tokens: amazing(1.000), stunning(0.714), wow(0.386), colors(0.379), !(0.373)


ID: 2 | True: 4 | Pred: 4 | Confidence: 0.7838

[CLS] pretty but runs long [SEP] i bought a size xl in the white with brighter small floral ##s . i paid full - price as a sp ##lu ##rge for summer . the details on the top are just as nice in person as shown in the photos . it ' s a sweet top . i love the upper portion . however , it runs long . i need to belt it / tuck it or it looks strangely like a long - tunic . the floral material is slippery and a little heavy . not the soft ##est but it ' s washed well . i love the mix of lace ##s at the top . it ' s pretty . not worth full - price but on sale , it ' s worth try ##i [SEP]

Top tokens: [SEP](1.000), love(0.486), strangely(0.277), i(0.199), but(0.192)


ID: 3 | True: 4 | Pred: 4 | Confidence: 0.8200

[CLS] pretty blouse [SEP] very cute but a little short . currently pregnant so i ' m hoping it will hang better in a few months [SEP]

Top tokens: pretty(1.000), [SEP](0.884), blouse(0.880), cute(0.740), currently(0.558)


Incorrect Predictions

ID: 1 | True: 5 | Pred: 4 | Confidence: 0.7450

[CLS] well fitting bra , comfortable ( not it ##chy ) , lace doesn ' t show through tops . [SEP]

Top tokens: bra(1.000), comfortable(0.816), lace(0.597), tops(0.508), well(0.503)


ID: 5 | True: 2 | Pred: 3 | Confidence: 0.6062

[CLS] pre ##tti ##er in pic ! [SEP] i just returned this top . i agree with the previous reviewer . the neck ##line is way too deep , i ordered small and i looked ridiculous in it . also the ru ##ffle ##s didn ' t look so great on me either . [SEP]

Top tokens: [CLS](1.000), either(0.892), i(0.864), neck(0.798), the(0.693)


ID: 12 | True: 3 | Pred: 2 | Confidence: 0.4831

[CLS] too much of a good ##thing [SEP] too much of a good thing is . . . still too much . there ' s too much fl ##oun ##ce on this jacket for me - - the waist sits slightly high , and the incredible amount of fabric beneath it ( when you t ##wil ##l around , it ' s basically a full circle ) makes my hips look huge . if there were about 1 / 3rd ( not 1 / 2 , but 1 / 3 ) the amount of fabric to the skirt , i ' d be totally in love . as it is , i ' ll be returning it . [SEP]

Top tokens: incredible(1.000), [CLS](0.573), [SEP](0.560), much(0.469), love(0.468)