Fit issue classification

Return feedback

Free-text return reasons, classified into fit categories by the keyword classifier (Bedrock is off). Low-confidence classifications are queued for a person to confirm or correct; corrections are kept as the source of truth.

Import CSV
7 comments
ReceivedProduct / sizeCustomer feedbackClassificationReview
2026-09-06Ellis Pleated Trouser
Size XS · MH-100988 · review
“Had to hem them, too long for me.”
Too long· inseam
Rules · 75% confidence
2026-09-01Ellis Pleated Trouser
Size S · MH-101016 · returns portal
“Delivery was late so I no longer need it.”
Not fit-related· overall
Rules · 60% confidence
2026-07-27Ellis Pleated Trouser
Size S · MH-100981 · review
“Had to hem them, too long for me.”
Too long· inseam
Rules · 75% confidence
2026-07-18Ellis Pleated Trouser
Size XS · MH-101023 · support ticket
“Colour is different from the website.”
Not fit-related· overall
Rules · 60% confidence
✓
2026-07-07Ellis Pleated Trouser
Size M · MH-101002 · review
“Too big overall, swimming in it.”
Too large· overall
Rules · 75% confidence
✓
2026-07-03Ellis Pleated Trouser
Size L · MH-101009 · returns portal
“Arrived damaged with a small hole.”
Not fit-related· overall
Rules · 60% confidence
2026-07-02Ellis Pleated Trouser
Size M · MH-100995 · returns portal
“Too loose, will size down.”
Too large· overall
Rules · 75% confidence