Fold 4 - Understanding why coefficient 1479117 was selected
Tag: PULLOVER
Selected Coefficient: 1479117
Taxonomy Path: 0.0.0.3
Taxonomy Name:
Products with this tag: 4
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? |
|---|---|---|---|---|---|
| 1479117 | 2.000002 | 0.0.0.3 | 3.0.0.0 (3*79^3) | Yes | |
| 1972156 | 2.000002 | 0.0.0.4 | 4.0.0.0 (4*79^3) | No | |
| -4025525 | 2.012658 | -1.1.13.8 | -8.13.1.1 (-(8*79^3 + 13*79^2 + 79 + 1)) | No | |
| 1946717 | 2.012658 | 78.72.74.3 | 3.74.72.78 (3*79^3 + 74*79^2 + 72*79 + 78) | No |
These are the training products that have the "PULLOVER" tag (processing sequence 2374). 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 |
|---|---|---|---|---|---|---|---|
| 14413 | Doodles | 1972156 | COTTON | 493039 | none | ||
| 14263 | Cats! | 1946717 | CATS, COTTON | 467600 | none | ||
| 14154 | Brushstroke | 1479117 | COTTON | 0 | none | ||
| 14258 | Cable Peplum | -4025525 | CABLE, COTTON | -5504642 | none |