Fold 0 - Understanding why coefficient 187389 was selected
Tag: COMMUNITY-FAVORITE
Selected Coefficient: 187389
Taxonomy Path: 1.2.30
Taxonomy Name: Apparel & Accessories > Clothing Accessories > Wristbands
Products with this tag: 7
Unique residual values tried: 1
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 | 0.000000 | 1.2.30 | 30.2.1 (30*79^2 + 2*79 + 1) | Apparel & Accessories > Clothing Accessories > Wristbands | Yes |
These are the training products that have the "COMMUNITY-FAVORITE" tag (processing sequence 425). 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 |
|---|---|---|---|---|---|---|---|
| 16957 | Collect the Happy Moments Watch Band | 187389 | Apparel & Accessories > Clothing Accessories > Wristbands | none | 0 | ACTIVE WATCH BANDS, WATCH-PRINTS | |
| 17029 | Chill Watch Band | 187389 | Apparel & Accessories > Clothing Accessories > Wristbands | none | 0 | ACTIVE WATCH BANDS, MAY2024 | |
| 17085 | Ride The Waves Watch Band | 187389 | Apparel & Accessories > Clothing Accessories > Wristbands | none | 0 | ACTIVE WATCH BANDS, MAY2024, WATCH-HIM-23 | |
| 17293 | Starry Night Watch Band | 187389 | Apparel & Accessories > Clothing Accessories > Wristbands | none | 0 | ACTIVE WATCH BANDS, WATCH-PRINTS | |
| 17295 | Stay Strong Watch Band | 187389 | Apparel & Accessories > Clothing Accessories > Wristbands | none | 0 | ACTIVE WATCH BANDS, WATCH-PRINTS, META-COLOR:MULTICOLOR | |
| 17305 | The Best Is Yet To Come Watch Band | 187389 | Apparel & Accessories > Clothing Accessories > Wristbands | none | 0 | ACTIVE WATCH BANDS, WATCH-PRINTS | |
| 17309 | The Great Wave Watch Band | 187389 | Apparel & Accessories > Clothing Accessories > Wristbands | none | 0 | ACTIVE WATCH BANDS, WATCH-PRINTS, WATCH-HIM-23 |