Tag Coefficient Debug: BIO-DEGRADABLE

Fold 2 - Understanding why coefficient -810878 was selected

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Summary

Tag: BIO-DEGRADABLE

Selected Coefficient: -810878

Taxonomy Path: -58.60.18.2

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?
-8108782.000000-58.60.18.2-2.18.60.58 (-(2*71^3 + 18*71^2 + 60*71 + 58))Yes
1276985412.0000000.70.55.1.55.1.55.70.0 (5*71^4 + 357911 + 55*71^2 + 70*71)No
23689326332.00000025.5.55.15.22.11.22.15.55.5.25 (1804229351 + 22*71^4 + 15*71^3 + 55*71^2 + 5*71 + 25)No

Products with this Tag

These are the training products that have the "BIO-DEGRADABLE" tag (processing sequence 747). 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
2968Aotearoad All-Natural & Plastic Waste-Free Lip Balms - ON SALE!2368932633BEACH, BEAUTY2369743511BIODEGRADABLE, COMPOSTABLE, DRY SKIN
3165PATCH Body Strap Tape - ON SALE!127698541ORGANIC, KIDS, ALL AGES128509419BIODEGRADABLE, INFANTS, INSECT BITES, PERSONAL CARE
3087Earthware Natural Bamboo Straws-810878BEACH0none