Fold 2 - Understanding why coefficient -5841405 was selected
Tag: CRYSTAL
Selected Coefficient: -5841405
Taxonomy Path: -66.76.66.11
Taxonomy Name:
Products with this tag: 4
Unique residual values tried: 2
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? |
|---|---|---|---|---|---|
| -5841405 | 1.000000 | -66.76.66.11 | -11.66.76.66 (-(11*79^3 + 66*79^2 + 76*79 + 66)) | Yes | |
| -19198 | 3.000000 | -1.6.3 | -3.6.1 (-(3*79^2 + 6*79 + 1)) | No |
These are the training products that have the "CRYSTAL" tag (processing sequence 55). 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 |
|---|---|---|---|---|---|---|---|
| 2486 | Green Stone Cross Crystal Silver Earrings | -19198 | EARRINGS, GOLD | 5822207 | GREEN, CROSS, FAITH | ||
| 10995 | Thick Cut Natural Mookaite (Australian Jasper) Crystal Slab Platter Tray IV | -5841405 | PINK | 0 | GIFT, RED | ||
| 10997 | Thick Cut Natural Mookaite (Australian Jasper) Crystal Slab Platter Tray III | -5841405 | PINK | 0 | GIFT, RED | ||
| 10998 | Thick Cut Natural Mookaite (Australian Jasper) Crystal Slab Platter Tray II | -5841405 | PINK | 0 | GIFT, RED |