Tag Coefficient Debug: DETOX

Fold 2 - Understanding why coefficient -3900608 was selected

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Summary

Tag: DETOX

Selected Coefficient: -3900608

Taxonomy Path: -62.78.71.7

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?
-39006082.000000-62.78.71.7-7.71.78.62 (-(7*79^3 + 71*79^2 + 78*79 + 62))Yes
02.00000000 (0)No
1977649002.00000013.1.9.6.55.6.9.1.13 (5*79^4 + 6*79^3 + 9*79^2 + 79 + 13)Health & Beauty > Health Care > Fitness & Nutrition > Vitamins & Supplements > Herbal SupplementsNo

Products with this Tag

These are the training products that have the "DETOX" tag (processing sequence 1200). 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
1180Supreme Cleanse197764900Health & Beauty > Health Care > Fitness & Nutrition > Vitamins & Supplements > Herbal Supplementsnone201665508none
9991The Sir Jason Winters Story: Killing Cancer by Sir Jason Winters - Book Paperback0BOOKS3900608HEALTH
5707BATH SALTS TRIO<br>SALT POUCHES-3900608CLEANSE0none