Fold 4 - 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: 10
Unique residual values tried: 5
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 | 5.000160 | 20.2 | 2.20 (2*79 + 20) | Religious & Ceremonial > Religious Items | Yes |
| 31383 | 5.000641 | 20.2.5 | 5.2.20 (5*79^2 + 2*79 + 20) | Religious & Ceremonial > Religious Items > Tarot Cards | No |
| 0 | 7.000000 | 0 | 0 (0) | No | |
| -9954465 | 9.000000 | -70.0.15.20 | -20.15.0.70 (-(20*79^3 + 15*79^2 + 70)) | No | |
| 546349702 | 9.000000 | 1.1.10.2.14 | 14.2.10.1.1 (14*79^4 + 2*79^3 + 10*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Outerwear > Coats & Jackets > Trucker Jackets | No |
These are the training products that have the "RITUAL" tag (processing sequence 2468). 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 |
|---|---|---|---|---|---|---|---|
| 205 | White Sage Smudge Stick | 546349702 | Apparel & Accessories > Clothing > Outerwear > Coats & Jackets > Trucker Jackets | INCENSE | 546349524 | SAGE | |
| 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 | |
| 184 | Tibetan Singing Bowl | 178 | Religious & Ceremonial > Religious Items | none | 0 | none | |
| 186 | Tibetan Singing Bowl | 178 | Religious & Ceremonial > Religious Items | none | 0 | none | |
| 206 | Wish Candle | 178 | Religious & Ceremonial > Religious Items | none | 0 | none | |
| 183 | Oracle - The Starseed | 0 | ORACLE DECK | -178 | none | ||
| 181 | Oracle - The Divine Feminine | 0 | ORACLE DECK | -178 | none | ||
| 182 | Oracle - The Elemental | 0 | ORACLE DECK | -178 | none | ||
| 10876 | Space Cleansing Smudging & Crystal Starter Kit Mini | -9954465 | WHITE, HOUSEWARMING | -9954643 | none |