Tag Coefficient Debug: BIO-DEGRADABLE

Fold 3 - Understanding why coefficient -2920887936 was selected

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Summary

Tag: BIO-DEGRADABLE

Selected Coefficient: -2920887936

Taxonomy Path: -1.1.20.78.74

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?
-29208879362.000000-1.1.20.78.74-74.78.20.1.1 (-(74*79^4 + 78*79^3 + 20*79^2 + 79 + 1))Yes
-11038542.000000-66.68.18.2-2.18.68.66 (-(2*79^3 + 18*79^2 + 68*79 + 66))No
1956427002.00000069.76.63.1.55.1.63.76.69 (5*79^4 + 493039 + 63*79^2 + 76*79 + 69)No

Products with this Tag

These are the training products that have the "BIO-DEGRADABLE" tag (processing sequence 799). 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!195642700ORGANIC, ALL AGES, BATHROOM3116530636CAMPING, CHILDREN'S, INFANTS, INSECT BITES, PERSONAL CARE
3087Earthware Natural Bamboo Straws-1103854BEACH2919784082CAMPING
2968Aotearoad All-Natural & Plastic Waste-Free Lip Balms - ON SALE!-2920887936BEACH, BEAUTY0none