Fold 1 - Understanding why coefficient 5 was selected
Tag: 4TH ANNIVERSARY
Selected Coefficient: 5
Taxonomy Path: 5
Taxonomy Name: Bundles
Products with this tag: 5
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? |
|---|---|---|---|---|---|
| 5 | 3.000000 | 5 | 5 (5) | Bundles | Yes |
| -82083 | 4.000000 | -2.12.13 | -13.12.2 (-(13*79^2 + 12*79 + 2)) | No | |
| -50403 | 4.000000 | -1.6.8 | -8.6.1 (-(8*79^2 + 6*79 + 1)) | No | |
| 0 | 4.000000 | 0 | 0 (0) | No |
These are the training products that have the "4TH ANNIVERSARY" tag (processing sequence 311). 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 |
|---|---|---|---|---|---|---|---|
| 9029 | Protection Crystals - Bundle Bags | 5 | Bundles | none | 0 | none | |
| 9037 | Stress Relief Crystals - Bundle Bags | 5 | Bundles | none | 0 | none | |
| 8862 | AURA STUD EARRINGS COLLECTION - Amethyst Crystal Earrings | 0 | STUD EARRINGS | -5 | none | ||
| 9011 | Blue Topaz Pendant - Sterling Silver | -50403 | BLUE TOPAZ, PENDANT NECKLACE | -50408 | LIGHT BLUE | ||
| 9013 | Raw Topaz - Sterling Silver Plated | -82083 | BLUE TOPAZ, CHARM NECKLACE, PENDANT NECKLACE | -82088 | none |