Tag Coefficient Debug: BRIDESMAID GIFT

Fold 3 - Understanding why coefficient -613241 was selected

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Summary

Tag: BRIDESMAID GIFT

Selected Coefficient: -613241

Taxonomy Path: -37.1.6.1

Taxonomy Name:

Products with this tag: 3

Unique residual values tried: 3

Candidate Coefficients Tried

The algorithm tries each unique residual value as a candidate coefficient and selects the one with the lowest total p-adic loss. The selected row is highlighted.

Candidate Value Total P-adic Loss Taxonomy Path P-adic Expansion Taxonomy Name Selected?
-6132412.000000-37.1.6.1-1.6.1.37 (-(571787 + 6*83^2 + 83 + 37))Yes
02.00000000 (0)No
40373702.0000001.5.5.77.5.5.1 (7*83^3 + 5*83^2 + 5*83 + 1)Apparel & Accessories > Handbags, Wallets & Cases > Wallets & Money Clips > WalletsNo

Products with this Tag

These are the training products that have the "BRIDESMAID GIFT" tag (processing sequence 6211). The residual is the encoded taxonomy value minus all coefficients from previously processed tags.

Product ID Title Residual Before Taxonomy Before Tags Already Processed Residual After Taxonomy After Tags Not Yet Processed
17153Personalized Leatherette Best Quality Wallet with Strap Bag, Leatherette Wallet with Strap, Customizable Purse, Mother's Day Gift4037370Apparel & Accessories > Handbags, Wallets & Cases > Wallets & Money Clips > Walletsnone4650611GIFT FOR MOM
2310Mini Micro Pave Disc Pendant Necklace0GOLD NECKLACE, ADJUSTABLE NECKLACE, CHARM NECKLACE, WEDDING GIFT, MOTHER'S DAY GIFT, LUCKY613241GIFT FOR MOM
31061HEART & SOUL Kids Essential Oil Diffuser Bracelet Howlite & Rose Quartz-613241PUBERTY, MEDITATION0none