Tag Coefficient Debug: HEELS

Fold 1 - Understanding why coefficient 50979 was selected

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Summary

Tag: HEELS

Selected Coefficient: 50979

Taxonomy Path: 1.8.10

Taxonomy Name: Apparel & Accessories > Shoes > Heels

Products with this tag: 7

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?
509791.0000001.8.1010.8.1 (10*71^2 + 8*71 + 1)Apparel & Accessories > Shoes > HeelsYes
06.00000000 (0)No

Products with this Tag

These are the training products that have the "HEELS" tag (processing sequence 1402). 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
7590Aris Allen Women's Black Faux Lizard Oxford Dance Shoes with Ribbon Laces - fits Wide50979Apparel & Accessories > Shoes > Heelsnone0none
7564Aris Allen Women's Black Wingtip Mary Jane Dance Shoes *COSMETIC DEFECT*50979Apparel & Accessories > Shoes > Heelsnone0none
7565Aris Allen Women's Black and White Wingtip Mary Jane Dance Shoes *COSMETIC DEFECT*50979Apparel & Accessories > Shoes > Heelsnone0none
7680Aris Allen Women's Ivory Mary Jane Dance Shoes with Red Faux Lizard Accents50979Apparel & Accessories > Shoes > Heelsnone0none
7591Aris Allen Women's Red Mary Jane Dance Shoes with Red Faux Lizard Accents50979Apparel & Accessories > Shoes > Heelsnone0none
7592Aris Allen Women's Black Mary Jane Dance Shoes with Black Faux Lizard Accents50979Apparel & Accessories > Shoes > Heelsnone0none
353Standing Tall Square Toe Block Heel Sandals in Taupe0SANDALS-50979none