Tag Coefficient Debug: HERBS AND VITAMINS

Fold 1 - Understanding why coefficient 193326103 was selected

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Summary

Tag: HERBS AND VITAMINS

Selected Coefficient: 193326103

Taxonomy Path: 13.1.9.6.4

Taxonomy Name: Health & Beauty > Health Care > Fitness & Nutrition > Vitamins & Supplements > Digestive Supplements

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?
1933261030.00000013.1.9.6.44.6.9.1.13 (4*83^4 + 6*83^3 + 9*83^2 + 83 + 13)Health & Beauty > Health Care > Fitness & Nutrition > Vitamins & Supplements > Digestive SupplementsYes
3357010660.00000013.1.9.6.77.6.9.1.13 (7*83^4 + 6*83^3 + 9*83^2 + 83 + 13)No

Products with this Tag

These are the training products that have the "HERBS AND VITAMINS" tag (processing sequence 5021). 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
1225Vegan B Complex335701066none142374963none
1226Vegan Charcoal 250mg from Coconut shells193326103Health & Beauty > Health Care > Fitness & Nutrition > Vitamins & Supplements > Digestive Supplementsnone0none