Fold 2 - Understanding why coefficient 31383 was selected
Tag: ORACLE DECK
Selected Coefficient: 31383
Taxonomy Path: 20.2.5
Taxonomy Name: Religious & Ceremonial > Religious Items > Tarot Cards
Products with this tag: 5
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? |
|---|---|---|---|---|---|
| 31383 | 0.000000 | 20.2.5 | 5.2.20 (5*79^2 + 2*79 + 20) | Religious & Ceremonial > Religious Items > Tarot Cards | Yes |
These are the training products that have the "ORACLE DECK" tag (processing sequence 2221). 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 | 31383 | Religious & Ceremonial > Religious Items > Tarot Cards | none | 0 | none | |
| 182 | Oracle - The Elemental | 31383 | Religious & Ceremonial > Religious Items > Tarot Cards | none | 0 | none | |
| 183 | Oracle - The Starseed | 31383 | Religious & Ceremonial > Religious Items > Tarot Cards | none | 0 | none | |
| 208 | Oracle - Work Your Light | 31383 | Religious & Ceremonial > Religious Items > Tarot Cards | none | 0 | none | |
| 8090 | Divine Nature Oracle Deck & Book Set | 31383 | Religious & Ceremonial > Religious Items > Tarot Cards | none | 0 | none |