Fold 2 - Understanding why coefficient 7058 was selected
Tag: OIL
Selected Coefficient: 7058
Taxonomy Path: 3.2.1
Taxonomy Name:
Products with this tag: 7
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? |
|---|---|---|---|---|---|
| 7058 | 4.000000 | 3.2.1 | 1.2.3 (6889 + 2*83 + 3) | Yes | |
| 0 | 4.000145 | 0 | 0 (0) | No | |
| 1074684 | 4.000290 | 0.0.73.1 | 1.73.0.0 (571787 + 73*83^2) | No | |
| 765154358 | 6.000000 | 17.0.15.10.16 | 16.10.15.0.17 (16*83^4 + 10*83^3 + 15*83^2 + 17) | No |
These are the training products that have the "OIL" tag (processing sequence 4190). 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 |
|---|---|---|---|---|---|---|---|
| 3058 | Coyne Healthcare Purest Omega Oils 1000mg | 765154358 | BRAIN HEALTH, OMEGA | 765147300 | CIRCULATION, REPRODUCTIVE HEALTH | ||
| 29578 | Arbequina Extra Virgin Olive Oil - 500g | 1074684 | VINEGAR, DELICIOUS | 1067626 | FUN | ||
| 7881 | 513 Migos | 7058 | none | 0 | HORIZONTAL, PAINTING, CANVAS, FOOTBALL | ||
| 7870 | City Glow | 7058 | none | 0 | PAINTING, CANVAS | ||
| 7872 | Suspended | 7058 | none | 0 | PAINTING, CANVAS | ||
| 7871 | Roebling Suspension Bridge, Early Morning | 0 | LANDSCAPE | -7058 | HORIZONTAL, PAINTING, CANVAS | ||
| 3161 | Absolute Essential Orange Sweet Essential Oil (Organic) | 0 | DIFFUSION | -7058 | HYGIENE, SLEEP |