Tag Coefficient Debug: NATURAL STONE

Fold 1 - Understanding why coefficient 96613 was selected

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Summary

Tag: NATURAL STONE

Selected Coefficient: 96613

Taxonomy Path: 1.2.14

Taxonomy Name: Apparel & Accessories > Clothing Accessories > Hair Accessories

Products with this tag: 6

Unique residual values tried: 2

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?
966131.0000001.2.1414.2.1 (14*83^2 + 2*83 + 1)Apparel & Accessories > Clothing Accessories > Hair AccessoriesYes
63588095.00000013.3.10.1111.10.3.13 (11*83^3 + 10*83^2 + 3*83 + 13)No

Products with this Tag

These are the training products that have the "NATURAL STONE" tag (processing sequence 2580). 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
18328DreadLab - Natural Unakite Donut Dread Beads6358809none62621967MM, FEED-GENDER-UNISEX
18318DreadLab - Natural Green Aventurine Donut Dread Beads96613Apparel & Accessories > Clothing Accessories > Hair Accessoriesnone07MM, FEED-GENDER-UNISEX
18323DreadLab - Natural Brown Stone Donut Dread Beads96613Apparel & Accessories > Clothing Accessories > Hair Accessoriesnone07MM, FEED-GENDER-UNISEX
18343DreadLab - Natural Rose Quartz Donut Dread Beads96613Apparel & Accessories > Clothing Accessories > Hair Accessoriesnone07MM, FEED-GENDER-UNISEX
18383DreadLab - Natural Rhodochrosite Donut Dread Beads96613Apparel & Accessories > Clothing Accessories > Hair Accessoriesnone07MM, FEED-GENDER-UNISEX
18389DreadLab - Natural Blue Sand Stone Donut Dread Beads96613Apparel & Accessories > Clothing Accessories > Hair Accessoriesnone07MM, FEED-GENDER-UNISEX