Fold 4 - Understanding why coefficient 4663937 was selected
Tag: FASHIONCOMFORT
Selected Coefficient: 4663937
Taxonomy Path: 1.1.13.8
Taxonomy Name:
Products with this tag: 5
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? |
|---|---|---|---|---|---|
| 4663937 | 3.000000 | 1.1.13.8 | 8.13.1.1 (8*83^3 + 13*83^2 + 83 + 1) | Yes | |
| 0 | 3.000145 | 0 | 0 (0) | No | |
| 6310324 | 3.000145 | 0.0.3.11 | 11.3.0.0 (11*83^3 + 3*83^2) | No | |
| -7522872 | 4.000000 | -1.1.13.13 | -13.13.1.1 (-(13*83^3 + 13*83^2 + 83 + 1)) | No |
These are the training products that have the "FASHIONCOMFORT" tag (processing sequence 5615). 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 |
|---|---|---|---|---|---|---|---|
| 26339 | Connect Deeper | 6310324 | WINTERWEAR | 1646387 | none | ||
| 26315 | I'm Her | 4663937 | VISOR, COMFORTABLE FIT | 0 | none | ||
| 26335 | Blessed Hat | 4663937 | VISOR, COMFORTABLE FIT | 0 | none | ||
| 26351 | Good Mom's Say Bad Words T-Shirt | 0 | NECK LABELS, CREW NECK, COMFORTABLE FIT | -4663937 | FUNNY | ||
| 26346 | Good Mom's Say Bad Words | -7522872 | WINTERWEAR, HOODIES | -12186809 | none |