Fold 4 - Understanding why coefficient -27640 was selected
Tag: GARDEN
Selected Coefficient: -27640
Taxonomy Path: -1.1.4
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? |
|---|---|---|---|---|---|
| -27640 | 2.000000 | -1.1.4 | -4.1.1 (-(4*83^2 + 83 + 1)) | Yes | |
| 690162 | 2.000000 | 17.15.17.1 | 1.17.15.17 (571787 + 17*83^2 + 15*83 + 17) | No | |
| 6344769 | 2.000000 | 0.0.8.11 | 11.8.0.0 (11*83^3 + 8*83^2) | No |
These are the training products that have the "GARDEN" tag (processing sequence 6236). 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 |
|---|---|---|---|---|---|---|---|
| 919 | Fatou | 6344769 | FLORAL PATTERNS | 6372409 | none | ||
| 1008 | Marika | 690162 | FLORAL PATTERS, PATTERN | 717802 | none | ||
| 1046 | Rania | -27640 | CUTE DRESSES, FLORAL PATTERNS | 0 | none |