Fold 1 - Understanding why coefficient 178 was selected
Tag: RITUAL
Selected Coefficient: 178
Taxonomy Path: 20.2
Taxonomy Name: Religious & Ceremonial > Religious Items
Products with this tag: 9
Unique residual values tried: 3
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? |
|---|---|---|---|---|---|
| 178 | 4.000160 | 20.2 | 2.20 (2*79 + 20) | Religious & Ceremonial > Religious Items | Yes |
| 31383 | 4.000641 | 20.2.5 | 5.2.20 (5*79^2 + 2*79 + 20) | Religious & Ceremonial > Religious Items > Tarot Cards | No |
| 0 | 5.000000 | 0 | 0 (0) | No |
These are the training products that have the "RITUAL" tag (processing sequence 2274). 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 |
|---|---|---|---|---|---|---|---|
| 176 | Tarot Cards | 31383 | Religious & Ceremonial > Religious Items > Tarot Cards | none | 31205 | none | |
| 185 | Tibetan Singing Bowl | 178 | Religious & Ceremonial > Religious Items | none | 0 | none | |
| 186 | Tibetan Singing Bowl | 178 | Religious & Ceremonial > Religious Items | none | 0 | none | |
| 10876 | Space Cleansing Smudging & Crystal Starter Kit Mini | 178 | Religious & Ceremonial > Religious Items | none | 0 | HOUSEWARMING | |
| 206 | Wish Candle | 178 | Religious & Ceremonial > Religious Items | none | 0 | none | |
| 205 | White Sage Smudge Stick | 0 | INCENSE | -178 | none | ||
| 181 | Oracle - The Divine Feminine | 0 | ORACLE DECK | -178 | none | ||
| 208 | Oracle - Work Your Light | 0 | ORACLE DECK | -178 | none | ||
| 204 | White Sage & Lavender Incense | 0 | INCENSE | -178 | none |