Tag Coefficient Debug: ALL AGES

Fold 0 - Understanding why coefficient -1487095 was selected

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Summary

Tag: ALL AGES

Selected Coefficient: -1487095

Taxonomy Path: -0.0.11.4

Taxonomy Name:

Products with this tag: 2

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?
-14870951.000000-0.0.11.4-4.11.0.0 (-(4*71^3 + 11*71^2))Yes
656841.0000009.2.1313.2.9 (13*71^2 + 2*71 + 9)Food, Beverages & Tobacco > Food Items > Nuts & SeedsNo

Products with this Tag

These are the training products that have the "ALL AGES" tag (processing sequence 202). 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
3112Hemp Connect Hemp Hearts - ON SALE!65684Food, Beverages & Tobacco > Food Items > Nuts & Seedsnone1552779DELICIOUS
3165PATCH Body Strap Tape - ON SALE!-1487095ORGANIC0BIO-DEGRADABLE, BIODEGRADABLE, INSECT BITES, KIDS, PERSONAL CARE