Tag Coefficient Debug: CHRISTMAS GIFT

Fold 2 - Understanding why coefficient 137461 was selected

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Summary

Tag: CHRISTMAS GIFT

Selected Coefficient: 137461

Taxonomy Path: 1.2.22

Taxonomy Name: Apparel & Accessories > Clothing Accessories > Neck Gaiters

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?
1374611.0001601.2.2222.2.1 (22*79^2 + 2*79 + 1)Apparel & Accessories > Clothing Accessories > Neck GaitersYes
1624251.0001601.2.2626.2.1 (26*79^2 + 2*79 + 1)Apparel & Accessories > Clothing Accessories > Scarves & ShawlsNo
1188420052.00000014.11.3.4.33.4.3.11.14 (3*79^4 + 4*79^3 + 3*79^2 + 11*79 + 14)No

Products with this Tag

These are the training products that have the "CHRISTMAS GIFT" tag (processing sequence 980). 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
2747Peter Rabbit Push Along Toy11884200512 MONTHS118704544none
199Ruffle Scarf - Navy162425Apparel & Accessories > Clothing Accessories > Scarves & Shawlsnone24964MACHINE WASHABLE SCARF
167.137461Apparel & Accessories > Clothing Accessories > Neck Gaitersnone0CHRISTMAS PRESSIE