Tag Coefficient Debug: POLOS

Fold 0 - Understanding why coefficient -715822 was selected

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Summary

Tag: POLOS

Selected Coefficient: -715822

Taxonomy Path: -0.0.0.2

Taxonomy Name:

Products with this tag: 7

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?
-7158223.000006-0.0.0.2-2.0.0.0 (-(2*71^3))Yes
03.00000800 (0)No
21474663.0000080.0.0.66.0.0.0 (6*71^3)No
22130714.0000001.1.13.66.13.1.1 (6*71^3 + 13*71^2 + 71 + 1)Apparel & Accessories > Clothing > Clothing Tops > PolosNo

Products with this Tag

These are the training products that have the "POLOS" tag (processing sequence 1881). 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
5006Remember Everyone Deployed Polo Shirt2213071Apparel & Accessories > Clothing > Clothing Tops > Polosnone2928893Apparel & Accessories > Clothing > Clothing Tops > T-Shirtsnone
8842Bonsai Oversized Knit Polo - Acid Green2213071Apparel & Accessories > Clothing > Clothing Tops > Polosnone2928893Apparel & Accessories > Clothing > Clothing Tops > T-Shirtsnone
8843Bonsai Oversized Knit Polo - Azure2213071Apparel & Accessories > Clothing > Clothing Tops > Polosnone2928893Apparel & Accessories > Clothing > Clothing Tops > T-Shirtsnone
8844Bonsai Spray Dyed Polo Sweatshirt - Light Green2147466GREEN2863288none
8872Kenzo Paris Classic Polo - Black0BLACK, CLOTHING-SIZE-XL, KENZO715822none
8924Sunspel Towelling Polo - Navy-715822CLOTHING-SIZE-XL0none
8933Sunspel Towelling Polo - White-715822CLOTHING-SIZE-XL0none