Fold 1 - Understanding why coefficient 187389 was selected
Tag: ACTIVE WATCH BANDS
Selected Coefficient: 187389
Taxonomy Path: 1.2.30
Taxonomy Name: Apparel & Accessories > Clothing Accessories > Wristbands
Products with this tag: 19
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 | 7.000320 | 1.2.30 | 30.2.1 (30*79^2 + 2*79 + 1) | Apparel & Accessories > Clothing Accessories > Wristbands | Yes |
| 159 | 7.001763 | 1.2 | 2.1 (2*79 + 1) | Apparel & Accessories > Clothing Accessories | No |
| 193630 | 7.001763 | 1.2.31 | 31.2.1 (31*79^2 + 2*79 + 1) | Apparel & Accessories > Clothing Accessories > Traditional Clothing Accessories | No |
| 0 | 12.000000 | 0 | 0 (0) | No |
These are the training products that have the "ACTIVE WATCH BANDS" tag (processing sequence 1660). 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 |
|---|---|---|---|---|---|---|---|
| 17275 | Release the Beast Watch Band | 193630 | Apparel & Accessories > Clothing Accessories > Traditional Clothing Accessories | none | 6241 | AMAZING-ARTWORK, META-COLOR:BRIGHT, US OUT OF STOCK | |
| 16927 | Your Life Matters Watch Band | 187389 | Apparel & Accessories > Clothing Accessories > Wristbands | none | 0 | TOPWATCHBANDS, META-THEME:FLORAL | |
| 17294 | I Am Strong Watch Band | 187389 | Apparel & Accessories > Clothing Accessories > Wristbands | none | 0 | META-YEARLY-23 | |
| 17302 | Swish Basketball Watch Band | 187389 | Apparel & Accessories > Clothing Accessories > Wristbands | none | 0 | none | |
| 17035 | Follow Your Heart Watch Band | 187389 | Apparel & Accessories > Clothing Accessories > Wristbands | none | 0 | AMAZING-ARTWORK, META-COLOR:PURPLE | |
| 17306 | The Best You Is The Real You Watch Band | 187389 | Apparel & Accessories > Clothing Accessories > Wristbands | none | 0 | META-YEARLY-23, META-WEEKLY-24-WEEK21 | |
| 16906 | Touchdown Football Watch Band | 187389 | Apparel & Accessories > Clothing Accessories > Wristbands | none | 0 | none | |
| 17055 | I Got Your Six Watch Band | 187389 | Apparel & Accessories > Clothing Accessories > Wristbands | none | 0 | TOPWATCHBANDS | |
| 17028 | Chillax Watch Band | 187389 | Apparel & Accessories > Clothing Accessories > Wristbands | none | 0 | none | |
| 17137 | Scaredy Cat Watch | 187389 | Apparel & Accessories > Clothing Accessories > Wristbands | none | 0 | META-YEARLY-23, META-WEEKLY-24 | |
| 17274 | Reflect Watch Band | 187389 | Apparel & Accessories > Clothing Accessories > Wristbands | none | 0 | AMAZING-ARTWORK, US OUT OF STOCK | |
| 17041 | Goal Soccer Watch Band | 159 | Apparel & Accessories > Clothing Accessories | none | -187230 | none | |
| 17309 | The Great Wave Watch Band | 0 | COMMUNITY-FAVORITE | -187389 | AMAZING-ARTWORK, US OUT OF STOCK, META-YEARLY-23, TOPWATCHBANDS | ||
| 16926 | You Are Loved Watch Band | 0 | COMMUNITY-FAVORITE | -187389 | AMAZING-ARTWORK, US OUT OF STOCK, TOPWATCHBANDS | ||
| 16957 | Collect the Happy Moments Watch Band | 0 | COMMUNITY-FAVORITE | -187389 | US OUT OF STOCK, TOPWATCHBANDS | ||
| 17029 | Chill Watch Band | 0 | COMMUNITY-FAVORITE | -187389 | META-COLOR:BRIGHT, META-YEARLY-23, META-WEEKLY-24-WEEK21 | ||
| 17085 | Ride The Waves Watch Band | 0 | COMMUNITY-FAVORITE | -187389 | META-YEARLY-23, META-WEEKLY-24-WEEK21 | ||
| 17293 | Starry Night Watch Band | 0 | COMMUNITY-FAVORITE | -187389 | AMAZING-ARTWORK, META-COLOR:BLUE, TOPWATCHBANDS | ||
| 17305 | The Best Is Yet To Come Watch Band | 0 | COMMUNITY-FAVORITE | -187389 | US OUT OF STOCK, META-YEARLY-23, TOPWATCHBANDS |