Tag Coefficient Debug: POLOS

Fold 1 - Understanding why coefficient 2213071 was selected

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Summary

Tag: POLOS

Selected Coefficient: 2213071

Taxonomy Path: 1.1.13.6

Taxonomy Name: Apparel & Accessories > Clothing > Clothing Tops > Polos

Products with this tag: 6

Unique residual values tried: 4

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?
22130712.0000031.1.13.66.13.1.1 (6*71^3 + 13*71^2 + 71 + 1)Apparel & Accessories > Clothing > Clothing Tops > PolosYes
50763592.0000081.1.13.1414.13.1.1 (14*71^3 + 13*71^2 + 71 + 1)Apparel & Accessories > Clothing > Clothing Tops > SweatshirtsNo
-21474664.000003-0.0.0.6-6.0.0.0 (-(6*71^3))No
-7158224.000003-0.0.0.2-2.0.0.0 (-(2*71^3))No

Products with this Tag

These are the training products that have the "POLOS" tag (processing sequence 1890). 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
8844Bonsai Spray Dyed Polo Sweatshirt - Light Green5076359Apparel & Accessories > Clothing > Clothing Tops > Sweatshirtsnone2863288SWEATERS, BONSAI
5006Remember Everyone Deployed Polo Shirt2213071Apparel & Accessories > Clothing > Clothing Tops > Polosnone0none
8842Bonsai Oversized Knit Polo - Acid Green2213071Apparel & Accessories > Clothing > Clothing Tops > Polosnone0none
8933Sunspel Towelling Polo - White2213071Apparel & Accessories > Clothing > Clothing Tops > Polosnone0none
8872Kenzo Paris Classic Polo - Black-715822BLACK-2928893none
8843Bonsai Oversized Knit Polo - Azure-2147466BLUE-4360537none