Fold 2 - Understanding why coefficient 6402 was selected
Tag: SKULL
Selected Coefficient: 6402
Taxonomy Path: 3.2.1
Taxonomy Name: Arts & Entertainment > Hobbies & Creative Arts > Arts & Crafts
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? |
|---|---|---|---|---|---|
| 6402 | 1.000000 | 3.2.1 | 1.2.3 (6241 + 2*79 + 3) | Arts & Entertainment > Hobbies & Creative Arts > Arts & Crafts | Yes |
| -6390389 | 3.000000 | -0.74.75.12 | -12.75.74.0 (-(12*79^3 + 75*79^2 + 74*79)) | No |
These are the training products that have the "SKULL" tag (processing sequence 106). 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 |
|---|---|---|---|---|---|---|---|
| 5131 | Handmade Resin Raven Skull Blue/Purple | 6402 | Arts & Entertainment > Hobbies & Creative Arts > Arts & Crafts | none | 0 | RESIN | |
| 5206 | Handmade Resin Skull Teal | 6402 | Arts & Entertainment > Hobbies & Creative Arts > Arts & Crafts | none | 0 | RESIN | |
| 5207 | Handmade Resin Skull Purple Glitter | 6402 | Arts & Entertainment > Hobbies & Creative Arts > Arts & Crafts | none | 0 | RESIN | |
| 8221 | Skull & Rose silver ring | -6390389 | ROSE | -6396791 | none |