Fold 4 - Understanding why coefficient -187389 was selected
Tag: WATCH-HIM-23
Selected Coefficient: -187389
Taxonomy Path: -1.2.30
Taxonomy Name:
Products with this tag: 6
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 | 3.000000 | -1.2.30 | -30.2.1 (-(30*79^2 + 2*79 + 1)) | Yes | |
| 0 | 4.000160 | 0 | 0 (0) | No | |
| 6241 | 4.000160 | 0.0.1 | 1.0.0 (6241) | No | |
| 187389 | 5.000000 | 1.2.30 | 30.2.1 (30*79^2 + 2*79 + 1) | Apparel & Accessories > Clothing Accessories > Wristbands | No |
These are the training products that have the "WATCH-HIM-23" tag (processing sequence 1826). 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 |
|---|---|---|---|---|---|---|---|
| 17294 | I Am Strong Watch Band | 187389 | Apparel & Accessories > Clothing Accessories > Wristbands | none | 374778 | ACTIVE WATCH BANDS | |
| 17275 | Release the Beast Watch Band | 6241 | AMAZING-ARTWORK | 193630 | Apparel & Accessories > Clothing Accessories > Traditional Clothing Accessories | ACTIVE WATCH BANDS, US OUT OF STOCK, META-COLOR:BRIGHT | |
| 17274 | Reflect Watch Band | 0 | AMAZING-ARTWORK | 187389 | Apparel & Accessories > Clothing Accessories > Wristbands | ACTIVE WATCH BANDS, US OUT OF STOCK | |
| 16926 | You Are Loved Watch Band | -187389 | COMMUNITY-FAVORITE, AMAZING-ARTWORK | 0 | ACTIVE WATCH BANDS, US OUT OF STOCK | ||
| 17252 | Memento Mori Watch Band | -187389 | COMMUNITY-FAVORITE, AMAZING-ARTWORK | 0 | ACTIVE WATCH BANDS, US OUT OF STOCK | ||
| 17309 | The Great Wave Watch Band | -187389 | COMMUNITY-FAVORITE, AMAZING-ARTWORK | 0 | ACTIVE WATCH BANDS, US OUT OF STOCK |