Tag Coefficient Debug: RECYCLED METAL

Fold 0 - Understanding why coefficient -185914 was selected

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Summary

Tag: RECYCLED METAL

Selected Coefficient: -185914

Taxonomy Path: -77.81.26

Taxonomy Name:

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?
-1859144.000000-77.81.26-26.81.77 (-(26*83^2 + 81*83 + 77))Yes
2564.0000007.33.7 (3*83 + 7)No
05.00000000 (0)No
1675.0000001.22.1 (2*83 + 1)No

Products with this Tag

These are the training products that have the "RECYCLED METAL" tag (processing sequence 3447). 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
32726Portofino256none186170none
32742Belize256none186170POLARIZED
32725Maya167none186081none
32743Nassau0AVIATOR185914POLARIZED
32741Aspen-185914AVIATOR0POLARIZED
32744Cebu-185914AVIATOR0POLARIZED