Tag Coefficient Debug: RELAXED & CLEAR

Fold 2 - Understanding why coefficient -3624479 was selected

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Summary

Tag: RELAXED & CLEAR

Selected Coefficient: -3624479

Taxonomy Path: -0.0.9.10

Taxonomy Name:

Products with this tag: 4

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?
-36244792.000198-0.0.9.10-10.9.0.0 (-(10*71^3 + 9*71^2))Yes
02.00019800 (0)No
-1514573.000000-14.3.30-30.3.14 (-(30*71^2 + 3*71 + 14))No
1623.00000020.22.20 (2*71 + 20)Religious & Ceremonial > Religious ItemsNo

Products with this Tag

These are the training products that have the "RELAXED & CLEAR" tag (processing sequence 1949). 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
6572Third Eye Chakra Ritual Kit162Religious & Ceremonial > Religious Itemsnone3624641none
8250Chakra Healing Lotion Number 60ALKEMIE3624479none
8242Chakra Healing Lotion Candle Number 6-151457ALKEMIE, CANDLES3473022none
8249Chakra Healing Lotion Number 7-3624479ALKEMIE0none