Fold 3 - Understanding why coefficient -187389 was selected
Tag: TOPWATCHBANDS
Selected Coefficient: -187389
Taxonomy Path: -1.2.30
Taxonomy Name:
Products with this tag: 9
Unique residual values tried: 4
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 | 5.000000 | -1.2.30 | -30.2.1 (-(30*79^2 + 2*79 + 1)) | Yes | |
| 0 | 7.000000 | 0 | 0 (0) | No | |
| 187389 | 7.000000 | 1.2.30 | 30.2.1 (30*79^2 + 2*79 + 1) | Apparel & Accessories > Clothing Accessories > Wristbands | No |
| 414 | 8.000000 | 19.5 | 5.19 (5*79 + 19) | Product Add-Ons > Product Upgrades | No |
These are the training products that have the "TOPWATCHBANDS" tag (processing sequence 1649). 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 |
|---|---|---|---|---|---|---|---|
| 17055 | I Got Your Six Watch Band | 187389 | Apparel & Accessories > Clothing Accessories > Wristbands | none | 374778 | none | |
| 16927 | Your Life Matters Watch Band | 187389 | Apparel & Accessories > Clothing Accessories > Wristbands | none | 374778 | META-COLOR:MULTICOLOR | |
| 17270 | Adapter For Google Pixel Watch 1/2 - For 20mm Connectors | 414 | Product Add-Ons > Product Upgrades | none | 187803 | none | |
| 16957 | Collect the Happy Moments Watch Band | 0 | COMMUNITY-FAVORITE | 187389 | Apparel & Accessories > Clothing Accessories > Wristbands | WATCH-HER-23 | |
| 17305 | The Best Is Yet To Come Watch Band | 0 | COMMUNITY-FAVORITE | 187389 | Apparel & Accessories > Clothing Accessories > Wristbands | WATCH-HER-23 | |
| 17309 | The Great Wave Watch Band | -187389 | COMMUNITY-FAVORITE, AMAZING-ARTWORK | 0 | none | ||
| 17252 | Memento Mori Watch Band | -187389 | COMMUNITY-FAVORITE, AMAZING-ARTWORK | 0 | none | ||
| 17295 | Stay Strong Watch Band | -187389 | COMMUNITY-FAVORITE, AMAZING-ARTWORK | 0 | WATCH-HER-23, META-COLOR:MULTICOLOR | ||
| 16926 | You Are Loved Watch Band | -187389 | COMMUNITY-FAVORITE, AMAZING-ARTWORK | 0 | WATCH-HER-23 |