Tag Coefficient Debug: SKIN CARE INGREDIENTS

Fold 3 - Understanding why coefficient -70646 was selected

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Summary

Tag: SKIN CARE INGREDIENTS

Selected Coefficient: -70646

Taxonomy Path: -1.1.14

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?
-706462.000000-1.1.14-14.1.1 (-(14*71^2 + 71 + 1))Yes
02.00000000 (0)No
8772062.0000001.1.32.22.32.1.1 (2*71^3 + 32*71^2 + 71 + 1)No

Products with this Tag

These are the training products that have the "SKIN CARE INGREDIENTS" tag (processing sequence 2099). 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
3069Absolute Essential Aloe Vera Gel (Organic)877206INSECT BITES947852STRETCH MARKS, SUN
3074Absolute Essential Avocado Oil (Organic) - ON SALE!0FACIAL, ANTI-AGEING, BEAUTY, BODY OIL, CARRIER OIL70646Apparel & Accessories > Clothing > ShortsSTRETCH MARKS
3138Natural Solutions East Cape 4% Mānuka Oil Blend- Mild-70646DEODORANT, AROMATHERAPY, BEACH, BODY OIL0none