Tag Coefficient Debug: KSUBI

Fold 0 - Understanding why coefficient -4518564 was selected

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Summary

Tag: KSUBI

Selected Coefficient: -4518564

Taxonomy Path: -1.1.13.9

Taxonomy Name:

Products with this tag: 8

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?
-45185643.000322-1.1.13.9-9.13.1.1 (-(9*79^3 + 13*79^2 + 79 + 1))Yes
-40255253.000325-1.1.13.8-8.13.1.1 (-(8*79^3 + 13*79^2 + 79 + 1))No
-10610503.000481-1.1.12.2-2.12.1.1 (-(2*79^3 + 12*79^2 + 79 + 1))No
05.00000000 (0)No

Products with this Tag

These are the training products that have the "KSUBI" tag (processing sequence 3320). 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
8636Ksubi Chitch Punk Blue Jeans - Denim0JEANS4518564Apparel & Accessories > Clothing > Clothing Tops > Tank Topsnone
8621Ksubi Hazlow City High Rise Jeans - Denim0JEANS4518564Apparel & Accessories > Clothing > Clothing Tops > Tank Topsnone
8637Ksubi Chitch Thrashed Jeans - Denim0JEANS4518564Apparel & Accessories > Clothing > Clothing Tops > Tank Topsnone
8620Ksubi Chitch Ether Trashed Jeans - Black-1061050JEANS, ALL-PANTS3457514none
8635Ksubi Chitch Krow Krushed Jeans - Black-1061050JEANS, ALL-PANTS3457514none
8623Ksubi Fleece Cut-Off Tank - Grey-4025525GREY, TANKS493039none
8626Ksubi Master Resort S/S Shirt - White-4518564CLOTHING-SIZE-L, SHIRTS0none
8634Ksubi Serpent S/S Shirt - Black-4518564CLOTHING-SIZE-L, SHIRTS0none