Fold 0 - Understanding why coefficient 25 was selected
Tag: DUOS
Selected Coefficient: 25
Taxonomy Path: 25
Taxonomy Name:
Products with this tag: 5
Unique residual values tried: 3
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? |
|---|---|---|---|---|---|
| 25 | 3.000000 | 25 | 25 (25) | Yes | |
| 1722419 | 3.000000 | 3.2.1.3 | 3.1.2.3 (3*83^3 + 6889 + 2*83 + 3) | No | |
| 14 | 4.000000 | 14 | 14 (14) | No |
These are the training products that have the "DUOS" tag (processing sequence 5621). 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 |
|---|---|---|---|---|---|---|---|
| 11848 | Gnome Crochet Stitch Markers - Toadstool + Gnome | 1722419 | none | 1722394 | none | ||
| 11899 | Christmas Lights Stitch Markers | Stocking Stuffer | 1722419 | none | 1722394 | none | ||
| 11865 | Spring Stitch Markers - Bunny + Carrot | 25 | none | 0 | none | ||
| 11900 | Valentine's Day Stitch Markers - Rose + Filigree Heart | 25 | none | 0 | none | ||
| 11901 | Spring Stitch Markers - Cherry Blossom + Song Bird | 14 | none | -11 | none |