Fold 4 - Understanding why coefficient -4663937 was selected
Tag: COMFORTABLE FIT
Selected Coefficient: -4663937
Taxonomy Path: -1.1.13.8
Taxonomy Name:
Products with this tag: 8
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? |
|---|---|---|---|---|---|
| -4663937 | 3.000002 | -1.1.13.8 | -8.13.1.1 (-(8*83^3 + 13*83^2 + 83 + 1)) | Yes | |
| -7522872 | 3.000007 | -1.1.13.13 | -13.13.1.1 (-(13*83^3 + 13*83^2 + 83 + 1)) | No | |
| 0 | 5.000000 | 0 | 0 (0) | No |
These are the training products that have the "COMFORTABLE FIT" tag (processing sequence 4567). 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 |
|---|---|---|---|---|---|---|---|
| 26315 | I'm Her | 0 | VISOR | 4663937 | FASHIONCOMFORT | ||
| 26335 | Blessed Hat | 0 | VISOR | 4663937 | FASHIONCOMFORT | ||
| 26348 | Good Mom's Say Bad Words | 0 | VISOR | 4663937 | FUNNY | ||
| 26350 | Good Mom's Say Bad Words R | -4663937 | NECK LABELS, CREW NECK | 0 | none | ||
| 26351 | Good Mom's Say Bad Words T-Shirt | -4663937 | NECK LABELS, CREW NECK | 0 | FASHIONCOMFORT, FUNNY | ||
| 26316 | I'M HER T-Shirt | -4663937 | NECK LABELS, CREW NECK | 0 | none | ||
| 26324 | I'M HIM T-SHIRT | -4663937 | NECK LABELS, CREW NECK | 0 | none | ||
| 26349 | Good Mom's Say Bad Words R | -7522872 | WINTERWEAR, HOODIES | -2858935 | none |