Tag Coefficient Debug: INSECT BITES

Fold 1 - Understanding why coefficient -806406 was selected

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Summary

Tag: INSECT BITES

Selected Coefficient: -806406

Taxonomy Path: -59.68.17.2

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?
-8064061.000000-59.68.17.2-2.17.68.59 (-(2*71^3 + 17*71^2 + 68*71 + 59))Yes
01.00000000 (0)No

Products with this Tag

These are the training products that have the "INSECT BITES" tag (processing sequence 882). 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!0ORGANIC, ALL AGES, BIO-DEGRADABLE, BIODEGRADABLE, CHILDREN'S806406PERSONAL CARE, SKIN INFECTION
2990Barrier Gold Mossy Mist - Natural Insect Repellent-806406BEACH0none