Fold 0 - Understanding why coefficient -413674 was selected
Tag: WATCH-HER-23
Selected Coefficient: -413674
Taxonomy Path: -2.4.60
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? |
|---|---|---|---|---|---|
| -413674 | 4.000000 | -2.4.60 | -60.4.2 (-(60*83^2 + 4*83 + 2)) | Yes | |
| -206837 | 4.000000 | -1.2.30 | -30.2.1 (-(30*83^2 + 2*83 + 1)) | No | |
| -206670 | 5.000000 | -0.0.30 | -30.0.0 (-(30*83^2)) | No | |
| 206837 | 5.000000 | 1.2.30 | 30.2.1 (30*83^2 + 2*83 + 1) | No |
These are the training products that have the "WATCH-HER-23" tag (processing sequence 2587). 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 |
|---|---|---|---|---|---|---|---|
| 16916 | We'll Be Okay Watch Band | 206837 | META-WEEKLY-24-WEEK21, ACTIVE WATCH BANDS, MAY2024 | 620511 | none | ||
| 17098 | You Can Do It Watch Band | -206670 | ACTIVE WATCH BANDS | 207004 | META-COLOR:MULTICOLOR | ||
| 16926 | You Are Loved Watch Band | -206837 | COMMUNITY-FAVORITE, ACTIVE WATCH BANDS, AMAZING-ARTWORK, US OUT OF STOCK | 206837 | TOPWATCHBANDS | ||
| 17295 | Stay Strong Watch Band | -206837 | COMMUNITY-FAVORITE, ACTIVE WATCH BANDS, AMAZING-ARTWORK, US OUT OF STOCK | 206837 | TOPWATCHBANDS, META-COLOR:MULTICOLOR | ||
| 16957 | Collect the Happy Moments Watch Band | -413674 | COMMUNITY-FAVORITE, ACTIVE WATCH BANDS, US OUT OF STOCK | 0 | TOPWATCHBANDS | ||
| 17305 | The Best Is Yet To Come Watch Band | -413674 | COMMUNITY-FAVORITE, ACTIVE WATCH BANDS, US OUT OF STOCK | 0 | TOPWATCHBANDS |