Tag Coefficient Debug: CHAIN MATERIAL BLACK FLAT LEATHER

Fold 2 - Understanding why coefficient -2928893 was selected

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Summary

Tag: CHAIN MATERIAL BLACK FLAT LEATHER

Selected Coefficient: -2928893

Taxonomy Path: -1.1.13.8

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?
-29288932.000000-1.1.13.8-8.13.1.1 (-(8*71^3 + 13*71^2 + 71 + 1))Yes
02.00000000 (0)No
407552.0000001.6.88.6.1 (8*71^2 + 6*71 + 1)Apparel & Accessories > Jewelry > NecklacesNo

Products with this Tag

These are the training products that have the "CHAIN MATERIAL BLACK FLAT LEATHER" tag (processing sequence 853). 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
9455Sapphire Necklace - Antique Sterling Silver40755Apparel & Accessories > Jewelry > Necklacesnone2969648MENS NECKLACE
5066Citrine Pendant Necklace - Antique Bronze013TH ANNIVERSARY2928893Apparel & Accessories > Clothing > Clothing Tops > T-ShirtsCHAIN MATERIAL ROUND BLACK COTTON, NOVEMBER BIRTHSTONE, YELLOW CRYSTAL, CITRINE
9039Raw Carnelian Necklace -Wire Wrapped Healing Crystal Pendant-2928893CRYSTAL NECKLACE, WOMEN0none