Fold 0 - Understanding why coefficient -4574296 was selected
Tag: SPRING TOP
Selected Coefficient: -4574296
Taxonomy Path: -0.0.0.8
Taxonomy Name:
Products with this tag: 6
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? |
|---|---|---|---|---|---|
| -4574296 | 2.000003 | -0.0.0.8 | -8.0.0.0 (-(8*83^3)) | Yes | |
| 0 | 2.000003 | 0 | 0 (0) | No | |
| 606148 | 5.000000 | 82.81.4.1 | 1.4.81.82 (571787 + 4*83^2 + 81*83 + 82) | No | |
| 5235724 | 5.000000 | 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 "SPRING TOP" tag (processing sequence 4643). 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 |
|---|---|---|---|---|---|---|---|
| 32983 | Pickin' Wild Flowers -WS | 5235724 | none | 9810020 | SUMMER TOP | ||
| 32981 | Floral V Neck Top | 606148 | DRESSES, SPRING DRESS | 5180444 | SUMMER TOP | ||
| 32943 | Ribbed Sweater Tank - Light Blue | 0 | TANK TOP | 4574296 | none | ||
| 32944 | Ribbed Sweater Tank - Ivory | 0 | TANK TOP | 4574296 | none | ||
| 32942 | Lace Detail Babydoll Top | -4574296 | TANK TOP | 0 | none | ||
| 32984 | Starry Days - WS | -4574296 | TANK TOP | 0 | none |