Tag Coefficient Debug: RITUAL

Fold 0 - Understanding why coefficient 25367 was selected

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Summary

Tag: RITUAL

Selected Coefficient: 25367

Taxonomy Path: 20.2.5

Taxonomy Name: Religious & Ceremonial > Religious Items > Tarot Cards

Products with this tag: 9

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?
253672.00059520.2.55.2.20 (5*71^2 + 2*71 + 20)Religious & Ceremonial > Religious Items > Tarot CardsYes
1622.00079320.22.20 (2*71 + 20)Religious & Ceremonial > Religious ItemsNo
07.00000000 (0)No

Products with this Tag

These are the training products that have the "RITUAL" tag (processing sequence 1181). 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
176Tarot Cards25367Religious & Ceremonial > Religious Items > Tarot Cardsnone0none
181Oracle - The Divine Feminine25367Religious & Ceremonial > Religious Items > Tarot Cardsnone0none
183Oracle - The Starseed25367Religious & Ceremonial > Religious Items > Tarot Cardsnone0none
208Oracle - Work Your Light25367Religious & Ceremonial > Religious Items > Tarot Cardsnone0none
185Tibetan Singing Bowl162Religious & Ceremonial > Religious Itemsnone-25205none
206Wish Candle162Religious & Ceremonial > Religious Itemsnone-25205none
184Tibetan Singing Bowl162Religious & Ceremonial > Religious Itemsnone-25205none
204White Sage & Lavender Incense0INCENSE-25367none
205White Sage Smudge Stick0INCENSE-25367none