Fold 0 - Understanding why coefficient -103608 was selected
Tag: UNDER-10
Selected Coefficient: -103608
Taxonomy Path: -24.3.15
Taxonomy Name:
Products with this tag: 4
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? |
|---|---|---|---|---|---|
| -103608 | 3.000000 | -24.3.15 | -15.3.24 (-(15*83^2 + 3*83 + 24)) | Yes | |
| 18 | 3.000000 | 18 | 18 (18) | No | |
| 844 | 3.000000 | 14.10 | 10.14 (10*83 + 14) | No | |
| 3486273 | 3.000000 | 24.5.8.6 | 6.8.5.24 (6*83^3 + 8*83^2 + 5*83 + 24) | No |
These are the training products that have the "UNDER-10" tag (processing sequence 6739). 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 |
|---|---|---|---|---|---|---|---|
| 7749 | Timber Tots Nutnut Family set of 4 | 3486273 | none | 3589881 | none | ||
| 7988 | The Gift Wrap Company Dinomia Medium Square Bag | 844 | none | 104452 | none | ||
| 8199 | Bulldogs At The Beach Birthday Card | 18 | none | 103626 | none | ||
| 7959 | OOLY Tutti Fruitti Scented Pens | -103608 | ARTS-AND-CRAFTS, TOYS-FOR-9-10-YEAR-OLDS | 0 | none |