Fold 1 - Understanding why coefficient 159 was selected
Tag: BIS-HIDDEN
Selected Coefficient: 159
Taxonomy Path: 1.2
Taxonomy Name: Apparel & Accessories > Clothing Accessories
Products with this tag: 6
Unique residual values tried: 6
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? |
|---|---|---|---|---|---|
| 159 | 1.025637 | 1.2 | 2.1 (2*79 + 1) | Apparel & Accessories > Clothing Accessories | Yes |
| 187389 | 1.025637 | 1.2.30 | 30.2.1 (30*79^2 + 2*79 + 1) | Apparel & Accessories > Clothing Accessories > Wristbands | No |
| 193630 | 1.025637 | 1.2.31 | 31.2.1 (31*79^2 + 2*79 + 1) | Apparel & Accessories > Clothing Accessories > Traditional Clothing Accessories | No |
| 19198 | 1.038135 | 1.6.3 | 3.6.1 (3*79^2 + 6*79 + 1) | Apparel & Accessories > Jewelry > Bracelets | No |
| 69126 | 1.038135 | 1.6.11 | 11.6.1 (11*79^2 + 6*79 + 1) | Apparel & Accessories > Jewelry > Watches | No |
| 0 | 5.000000 | 0 | 0 (0) | No |
These are the training products that have the "BIS-HIDDEN" tag (processing sequence 3916). 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 |
|---|---|---|---|---|---|---|---|
| 16978 | Elephant Charm | 193630 | Apparel & Accessories > Clothing Accessories > Traditional Clothing Accessories | none | 193471 | none | |
| 17253 | Mermaid at Heart Bracelet | 187389 | Apparel & Accessories > Clothing Accessories > Wristbands | RETIRE FALL 24 OOS, META-COLOR:PURPLE | 187230 | none | |
| 16918 | White Lotus Charm | 69126 | Apparel & Accessories > Jewelry > Watches | META-THEME:FLORAL | 68967 | none | |
| 17262 | One and only Bracelet | 19198 | Apparel & Accessories > Jewelry > Bracelets | none | 19039 | none | |
| 17138 | Seahorse Charm | 159 | Apparel & Accessories > Clothing Accessories | none | 0 | none | |
| 16959 | Continue Bracelet | 0 | META-WEEKLY-24-WEEK21, META-COLOR:DARK, META-COLOR:PURPLE | -159 | none |