Tag Coefficient Debug: 'SKELETOR' FISHING SHIRT

Fold 4 - Understanding why coefficient 493039 was selected

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Summary

Tag: 'SKELETOR' FISHING SHIRT

Selected Coefficient: 493039

Taxonomy Path: 0.0.0.1

Taxonomy Name:

Products with this tag: 3

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?
4930391.0000000.0.0.11.0.0.0 (493039)Yes
35324862.0000001.1.13.77.13.1.1 (7*79^3 + 13*79^2 + 79 + 1)Apparel & Accessories > Clothing > Clothing Tops > ShirtsNo

Products with this Tag

These are the training products that have the "'SKELETOR' FISHING SHIRT" tag (processing sequence 226). 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
12439NSW Blues "Skeletor" Fishing Shirt - Adult3532486Apparel & Accessories > Clothing > Clothing Tops > Shirtsnone3039447Apparel & Accessories > Clothing > Clothing Tops > Polosnone
12441NRL Wests Tigers "Skeletor" Fishing Shirt - Youth493039YOUTH0none
12449NRL Titans "Skeletor" Fishing Shirt - Youth493039YOUTH0none