Tag Coefficient Debug: INSECT BITES

Fold 2 - Understanding why coefficient -1098246 was selected

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Summary

Tag: INSECT BITES

Selected Coefficient: -1098246

Taxonomy Path: -67.76.17.2

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?
-10982462.000000-67.76.17.2-2.17.76.67 (-(2*79^3 + 17*79^2 + 76*79 + 67))Yes
5805702.00000078.1.14.11.14.1.78 (493039 + 14*79^2 + 79 + 78)No
1163811922.00000051.66.3.78.22.78.3.66.51 (2*79^4 + 78*79^3 + 3*79^2 + 66*79 + 51)No

Products with this Tag

These are the training products that have the "INSECT BITES" tag (processing sequence 1751). 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!116381192ORGANIC, ALL AGES, BATHROOM, BIO-DEGRADABLE, BIODEGRADABLE117479438PERSONAL CARE
3069Absolute Essential Aloe Vera Gel (Organic)580570BATHROOM1678816SUN
2990Barrier Gold Mossy Mist - Natural Insect Repellent-1098246BEACH0MANUKA