Fold 0 - Understanding why coefficient 206837 was selected
Tag: US OUT OF STOCK
Selected Coefficient: 206837
Taxonomy Path: 1.2.30
Taxonomy Name:
Products with this tag: 13
Unique residual values tried: 5
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? |
|---|---|---|---|---|---|
| 206837 | 7.000145 | 1.2.30 | 30.2.1 (30*83^2 + 2*83 + 1) | Yes | |
| 213726 | 7.000726 | 1.2.31 | 31.2.1 (31*83^2 + 2*83 + 1) | No | |
| 0 | 9.000000 | 0 | 0 (0) | No | |
| -206837 | 11.000000 | -1.2.30 | -30.2.1 (-(30*83^2 + 2*83 + 1)) | No | |
| 165775 | 12.000000 | 24.5.24 | 24.5.24 (24*83^2 + 5*83 + 24) | No |
These are the training products that have the "US OUT OF STOCK" tag (processing sequence 2505). 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 | 213726 | ACTIVE WATCH BANDS, AMAZING-ARTWORK | 6889 | none | ||
| 17014 | Be A Light Moonstone | 206837 | none | 0 | META-COLOR:MULTICOLOR, META:IS_MP_EXCLUSIVE | ||
| 17027 | Change the Game Pearl - March 2023 | 206837 | none | 0 | none | ||
| 17274 | Reflect Watch Band | 206837 | ACTIVE WATCH BANDS, AMAZING-ARTWORK | 0 | none | ||
| 17297 | Landon Draft | 206837 | none | 0 | META:IS_PIN_INCLUDED | ||
| 17265 | Grow With It Pearl - April 2023 | 206837 | none | 0 | META-THEME:FLORAL | ||
| 17283 | Series Mystery 3-Pack | 165775 | none | -41062 | FREEAFFIRMATION, PACK:SERIES | ||
| 17309 | The Great Wave Watch Band | 0 | COMMUNITY-FAVORITE, ACTIVE WATCH BANDS, AMAZING-ARTWORK | -206837 | TOPWATCHBANDS | ||
| 17252 | Memento Mori Watch Band | 0 | COMMUNITY-FAVORITE, ACTIVE WATCH BANDS, AMAZING-ARTWORK | -206837 | TOPWATCHBANDS | ||
| 17295 | Stay Strong Watch Band | 0 | COMMUNITY-FAVORITE, ACTIVE WATCH BANDS, AMAZING-ARTWORK | -206837 | WATCH-HER-23, TOPWATCHBANDS, META-COLOR:MULTICOLOR | ||
| 16926 | You Are Loved Watch Band | 0 | COMMUNITY-FAVORITE, ACTIVE WATCH BANDS, AMAZING-ARTWORK | -206837 | WATCH-HER-23, TOPWATCHBANDS | ||
| 17305 | The Best Is Yet To Come Watch Band | -206837 | COMMUNITY-FAVORITE, ACTIVE WATCH BANDS | -413674 | WATCH-HER-23, TOPWATCHBANDS | ||
| 16957 | Collect the Happy Moments Watch Band | -206837 | COMMUNITY-FAVORITE, ACTIVE WATCH BANDS | -413674 | WATCH-HER-23, TOPWATCHBANDS |