Fold 4 - Understanding why coefficient -1006510035601 was selected
Tag: CRAFTS
Selected Coefficient: -1006510035601
Taxonomy Path: -3.2.1.2.8.11.4
Taxonomy Name:
Products with this tag: 3
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? |
|---|---|---|---|---|---|
| -1006510035601 | 1.000000 | -3.2.1.2.8.11.4 | -4.11.8.2.1.2.3 (-(4*79^6 + 11*79^5 + 8*79^4 + 2*79^3 + 6241 + 2*79 + 3)) | Yes | |
| 0 | 2.000000 | 0 | 0 (0) | No |
These are the training products that have the "CRAFTS" tag (processing sequence 924). 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 |
|---|---|---|---|---|---|---|---|
| 5895 | The Legend of Billie Jean - Glitter - Pink Glitter - Pink, Red, Blue, and Gold Holographic Glitter | 0 | GLITTER FOR TUMBLERS | 1006510035601 | Arts & Entertainment > Hobbies & Creative Arts > Arts & Crafts > Art & Crafting Materials > Embellishments & Trims > Sequins & Glitter > Loose Glitter | ART SUPPLIES | |
| 6068 | Wicked Glitz Kit - Glitter - Glitter Kit - Glitter Set | -1006510035601 | CUP SUPPLIES, GLITTER FOR TUMBLERS | 0 | ART SUPPLIES | ||
| 6092 | Re-Animator - Glitter - Halloween Glitter Mix - Chunky Glitter Mix | -1006510035601 | CUP SUPPLIES, GLITTER FOR TUMBLERS | 0 | ART SUPPLIES |