Fold 1 - Understanding why coefficient -368535 was selected
Tag: SKY BLUE
Selected Coefficient: -368535
Taxonomy Path: -0.4.59
Taxonomy Name:
Products with this tag: 3
Unique residual values tried: 3
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? |
|---|---|---|---|---|---|
| -368535 | 1.012658 | -0.4.59 | -59.4.0 (-(59*79^2 + 4*79)) | Yes | |
| 0 | 1.012658 | 0 | 0 (0) | No | |
| 555924 | 2.000000 | 1.6.10.1 | 1.10.6.1 (493039 + 10*79^2 + 6*79 + 1) | Apparel & Accessories > Jewelry > Watch Accessories > Watch Bands | No |
These are the training products that have the "SKY BLUE" tag (processing sequence 2713). 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 |
|---|---|---|---|---|---|---|---|
| 12108 | Sky Silicone Strap - Silver Buckle | 555924 | Apparel & Accessories > Jewelry > Watch Accessories > Watch Bands | none | 924459 | none | |
| 12097 | Orange Silicone Strap - Silver Buckle | 0 | ROSE GOLD BUCKLE | 368535 | none | ||
| 12109 | Sky Silicone Strap - Rose Gold Buckle | -368535 | ROSE GOLD BUCKLE | 0 | none |