Fold 3 - Understanding why coefficient 25367 was selected
Tag: ORACLE DECK
Selected Coefficient: 25367
Taxonomy Path: 20.2.5
Taxonomy Name: Religious & Ceremonial > Religious Items > Tarot Cards
Products with this tag: 4
Unique residual values tried: 1
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? |
|---|---|---|---|---|---|
| 25367 | 0.000000 | 20.2.5 | 5.2.20 (5*71^2 + 2*71 + 20) | Religious & Ceremonial > Religious Items > Tarot Cards | Yes |
These are the training products that have the "ORACLE DECK" tag (processing sequence 182). 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 |
|---|---|---|---|---|---|---|---|
| 181 | Oracle - The Divine Feminine | 25367 | Religious & Ceremonial > Religious Items > Tarot Cards | none | 0 | none | |
| 182 | Oracle - The Elemental | 25367 | Religious & Ceremonial > Religious Items > Tarot Cards | none | 0 | none | |
| 208 | Oracle - Work Your Light | 25367 | Religious & Ceremonial > Religious Items > Tarot Cards | none | 0 | none | |
| 8090 | Divine Nature Oracle Deck & Book Set | 25367 | Religious & Ceremonial > Religious Items > Tarot Cards | none | 0 | none |