Fold 2 - Understanding why coefficient 6402 was selected
Tag: HORIZONTAL
Selected Coefficient: 6402
Taxonomy Path: 3.2.1
Taxonomy Name: Arts & Entertainment > Hobbies & Creative Arts > Arts & Crafts
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? |
|---|---|---|---|---|---|
| 6402 | 1.000000 | 3.2.1 | 1.2.3 (6241 + 2*79 + 3) | Arts & Entertainment > Hobbies & Creative Arts > Arts & Crafts | Yes |
| -117705260 | 2.000000 | -0.0.58.1.3 | -3.1.58.0.0 (-(3*79^4 + 493039 + 58*79^2)) | No |
These are the training products that have the "HORIZONTAL" tag (processing sequence 2470). 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 |
|---|---|---|---|---|---|---|---|
| 7871 | Roebling Suspension Bridge, Early Morning | 6402 | Arts & Entertainment > Hobbies & Creative Arts > Arts & Crafts | none | 0 | CANVAS | |
| 7881 | 513 Migos | 6402 | Arts & Entertainment > Hobbies & Creative Arts > Arts & Crafts | none | 0 | CANVAS, FOOTBALL | |
| 7896 | Rainbow Tray | -117705260 | FUSED GLASS | -117711662 | TRAY |