Tag Coefficient Debug: MINI

Fold 1 - Understanding why coefficient -10157686 was selected

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Summary

Tag: MINI

Selected Coefficient: -10157686

Taxonomy Path: -0.1.27.28

Taxonomy Name:

Products with this tag: 3

Unique residual values tried: 3

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?
-101576862.000000-0.1.27.28-28.27.1.0 (-(28*71^3 + 27*71^2 + 71))Yes
-61098432.000000-9.2.5.17-17.5.2.9 (-(17*71^3 + 5*71^2 + 2*71 + 9))No
-22235862.000000-8.7.15.6-6.15.7.8 (-(6*71^3 + 15*71^2 + 7*71 + 8))No

Products with this Tag

These are the training products that have the "MINI" tag (processing sequence 1696). 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
5900Accell Nano - USB-C to USB-A 3.1 Gen 2 10Gbps Adapter-2223586ADAPTER, USB-A7934100none
74143/8" Royal Icing Drop Flowers - Mini - Assorted - Kosher-6109843BASE_ROYAL ICING, COLOR_ASSORTED4047843none
863Dacie-10157686NEON, ESSENTIEL ANTWERP0none