Fold 4 - Understanding why coefficient -55611 was selected
Tag: 4TH ANNIVERSARY
Selected Coefficient: -55611
Taxonomy Path: -1.6.8
Taxonomy Name:
Products with this tag: 4
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? |
|---|---|---|---|---|---|
| -55611 | 2.000000 | -1.6.8 | -8.6.1 (-(8*83^2 + 6*83 + 1)) | Yes | |
| -13778 | 2.000145 | -0.0.2 | -2.0.0 (-(2*83^2)) | No | |
| 0 | 2.000145 | 0 | 0 (0) | No |
These are the training products that have the "4TH ANNIVERSARY" tag (processing sequence 4714). 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 |
|---|---|---|---|---|---|---|---|
| 9013 | Raw Topaz - Sterling Silver Plated | 0 | CRYSTAL NECKLACES | 55611 | none | ||
| 8862 | AURA STUD EARRINGS COLLECTION - Amethyst Crystal Earrings | -13778 | 17TH ANNIVERSARY | 41833 | none | ||
| 9029 | Protection Crystals - Bundle Bags | -55611 | BUNDLES, 17TH ANNIVERSARY | 0 | none | ||
| 9317 | Raw Dark Amethyst Necklace - Silver Wire Wrapped | -55611 | CRYSTAL NECKLACE, 17TH ANNIVERSARY | 0 | none |