Fold 1 - Understanding why coefficient -41833 was selected
Tag: SCANDI CHIC
Selected Coefficient: -41833
Taxonomy Path: -1.6.6
Taxonomy Name:
Products with this tag: 12
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? |
|---|---|---|---|---|---|
| -41833 | 5.000000 | -1.6.6 | -6.6.1 (-(6*83^2 + 6*83 + 1)) | Yes | |
| 0 | 8.000000 | 0 | 0 (0) | No | |
| -83666 | 11.000000 | -2.12.12 | -12.12.2 (-(12*83^2 + 12*83 + 2)) | No |
These are the training products that have the "SCANDI CHIC" tag (processing sequence 2919). 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 |
|---|---|---|---|---|---|---|---|
| 25910 | Florence Necklace | 0 | NECKLACES | 41833 | none | ||
| 25941 | Mila 100 Ring | 0 | RINGS | 41833 | none | ||
| 25908 | Double Trouble Sienna Ring | 0 | RINGS | 41833 | DOUBLE | ||
| 25909 | Double Trouble Trixie Earrings | 0 | EARRINGS | 41833 | DOUBLE | ||
| 25953 | O Trixie Earrings | -41833 | HOOP, EARRINGS | 0 | none | ||
| 25905 | Emma Earrings | -41833 | STUD, EARRINGS | 0 | none | ||
| 25924 | Maxi Sienna Earrings | -41833 | STUD, EARRINGS | 0 | none | ||
| 25899 | Bella Earrings | -41833 | STUD, EARRINGS | 0 | none | ||
| 25944 | Mini Mila Earrings | -41833 | STUD, EARRINGS | 0 | none | ||
| 25946 | Mini Sienna Earrings | -41833 | STUD, EARRINGS | 0 | none | ||
| 25947 | Mini Trixie Earrings | -41833 | STUD, EARRINGS | 0 | none | ||
| 25911 | Gigi Earrings | -83666 | STUD, HOOP, EARRINGS | -41833 | GIGI, STICK |