Tag Coefficient Debug: OIL

Fold 3 - Understanding why coefficient -7284244 was selected

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Summary

Tag: OIL

Selected Coefficient: -7284244

Taxonomy Path: -70.70.24.20

Taxonomy Name:

Products with this tag: 5

Unique residual values tried: 4

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?
-72842443.000000-70.70.24.20-20.24.70.70 (-(20*71^3 + 24*71^2 + 70*71 + 70))Yes
-102131373.014085-0.1.38.28-28.38.1.0 (-(28*71^3 + 38*71^2 + 71))No
03.01408500 (0)No
14873214.00000013.3.11.44.11.3.13 (4*71^3 + 11*71^2 + 3*71 + 13)Health & Beauty > Personal Care > Massage & Relaxation > Massage OilNo

Products with this Tag

These are the training products that have the "OIL" tag (processing sequence 72). 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
3161Absolute Essential Orange Sweet Essential Oil (Organic)1487321Health & Beauty > Personal Care > Massage & Relaxation > Massage Oilnone8771565FACIAL, BALANCE, HYGIENE
2868Absolute Essential Sage Essential Oil (Organic) - ON SALE!0ORGANIC7284244HORMONE BALANCE, REPRODUCTIVE HEALTH
7870City Glow-7284244BLACK, BLUE0ORANGE, YELLOW, BRIGHT COLORS, CANVAS, SQUARE
7872Suspended-7284244BLACK, BLUE0BROWN, YELLOW, CANVAS, SQUARE
7881513 Migos-10213137BLACK, BLUE, WHITE-2928893ORANGE, YELLOW, BRIGHT COLORS, CANVAS