Fold 3 - Understanding why coefficient -27640 was selected
Tag: CAMI NYC
Selected Coefficient: -27640
Taxonomy Path: -1.1.4
Taxonomy Name:
Products with this tag: 5
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 | |
| 0 | 4.000000 | 0 | 0 (0) | No | |
| 5235724 | 4.000000 | 1.1.13.9 | 9.13.1.1 (9*83^3 + 13*83^2 + 83 + 1) | No |
These are the training products that have the "CAMI NYC" tag (processing sequence 3985). 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 |
|---|---|---|---|---|---|---|---|
| 867 | Damaris | 5235724 | none | 5263364 | SILK SHIRT | ||
| 925 | Flor | 0 | FLORAL PATTERS | 27640 | FLORAL PATTERNS, TOPS | ||
| 875 | Delfina | -27640 | CUTE DRESSES, SLIP DRESS | 0 | none | ||
| 899 | Doris | -27640 | CUTE DRESSES, MAXI DRESSES | 0 | none | ||
| 924 | Fleur | -27640 | CUTE DRESSES, MAXI DRESSES | 0 | none |