Tag Coefficient Debug: BIO-DEGRADABLE

Fold 3 - 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
29091552.0000001.7.9.88.9.7.1 (8*71^3 + 9*71^2 + 7*71 + 1)No
1276985452.0000004.70.55.1.55.1.55.70.4 (5*71^4 + 357911 + 55*71^2 + 70*71 + 4)No

Products with this Tag

These are the training products that have the "BIO-DEGRADABLE" tag (processing sequence 496). 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
3165PATCH Body Strap Tape - ON SALE!127698545ORGANIC, ALL AGES128509423BIODEGRADABLE, INFANTS, INSECT BITES, SKIN INFECTION, CHILDREN'S
3104Global Soap Stain Remover Soap2909155SCRUB3720033BIODEGRADABLE, CLEANING, LAUNDRY
3087Earthware Natural Bamboo Straws-810878BEACH0none