Fold 4 - Understanding why coefficient 187389 was selected
Tag: COLLECTIBLE
Selected Coefficient: 187389
Taxonomy Path: 1.2.30
Taxonomy Name: Apparel & Accessories > Clothing Accessories > Wristbands
Products with this tag: 5
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? |
|---|---|---|---|---|---|
| 187389 | 2.012658 | 1.2.30 | 30.2.1 (30*79^2 + 2*79 + 1) | Apparel & Accessories > Clothing Accessories > Wristbands | Yes |
| 19198 | 2.025316 | 1.6.3 | 3.6.1 (3*79^2 + 6*79 + 1) | Apparel & Accessories > Jewelry > Bracelets | No |
| 0 | 3.000000 | 0 | 0 (0) | No |
These are the training products that have the "COLLECTIBLE" tag (processing sequence 1901). 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 |
|---|---|---|---|---|---|---|---|
| 16975 | Double Dutch Single Bracelet | 187389 | Apparel & Accessories > Clothing Accessories > Wristbands | none | 0 | META-COLOR:BRIGHT | |
| 17040 | Get Out There Bracelet | 187389 | Apparel & Accessories > Clothing Accessories > Wristbands | none | 0 | RETIRE FALL 24 OOS | |
| 17015 | Bear With Me Bracelet | 19198 | Apparel & Accessories > Jewelry > Bracelets | none | -168191 | RETIRE FALL 24 OOS | |
| 16977 | Dreaming Out Loud | 0 | STRAPS - STAGING | -187389 | RETIRE FALL 24 OOS | ||
| 17308 | The Greatness Beyond | 0 | STRAPS - STAGING | -187389 | RETIRE FALL 24 OOS |