Fold 4 - Understanding why coefficient 240220357 was selected
Tag: FUNNY
Selected Coefficient: 240220357
Taxonomy Path: 14.11.10.5.5
Taxonomy Name:
Products with this tag: 13
Unique residual values tried: 10
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? |
|---|---|---|---|---|---|
| 240220357 | 10.000000 | 14.11.10.5.5 | 5.5.10.11.14 (5*83^4 + 5*83^3 + 10*83^2 + 11*83 + 14) | Yes | |
| 0 | 10.012048 | 0 | 0 (0) | No | |
| 4608326 | 10.024096 | 0.78.4.8 | 8.4.78.0 (8*83^3 + 4*83^2 + 78*83) | No | |
| 4663937 | 11.012048 | 1.1.13.8 | 8.13.1.1 (8*83^3 + 13*83^2 + 83 + 1) | No | |
| 1 | 11.012048 | 1 | 1 (1) | No | |
| -4663937 | 11.012048 | -1.1.13.8 | -8.13.1.1 (-(8*83^3 + 13*83^2 + 83 + 1)) | No | |
| -689067 | 11.012048 | -1.2.17.1 | -1.17.2.1 (-(571787 + 17*83^2 + 2*83 + 1)) | No | |
| 168 | 12.000000 | 2.2 | 2.2 (2*83 + 2) | No | |
| -22568616 | 12.000000 | -3.3.39.39 | -39.39.3.3 (-(39*83^3 + 39*83^2 + 3*83 + 3)) | No | |
| 27906 | 12.000000 | 18.4.4 | 4.4.18 (4*83^2 + 4*83 + 18) | No |
These are the training products that have the "FUNNY" tag (processing sequence 6377). 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 |
|---|---|---|---|---|---|---|---|
| 27701 | We're Savages, Not Animals T-Shirt Gift 11oz Mug | 240220357 | none | 0 | none | ||
| 27720 | Owl we need is Love! Cute Funny Humor design Tee Gifts 11oz Mug | 240220357 | none | 0 | none | ||
| 27710 | We're Savages, Not Animals T-Shirt Gift 11oz Mug | 240220357 | none | 0 | none | ||
| 26348 | Good Mom's Say Bad Words | 4663937 | VISOR, COMFORTABLE FIT | -235556420 | none | ||
| 18817 | Leave me T-Shirt | 4608326 | CLUB | -235612031 | none | ||
| 24824 | Honey Badger Decal | 27906 | none | -240192451 | MORALE PATCH ARMORY, MILITARY | ||
| 27715 | I'm Owl over you! Funny Humor Owl product design 11oz Mug | 168 | none | -240220189 | none | ||
| 27639 | Bee my Valentine Funny Humor T-Shirt 11oz Mug | 1 | none | -240220356 | none | ||
| 24907 | Rock Out With Your | 0 | MULTICAM | -240220357 | none | ||
| 26347 | Good Mom's Say Bad Words 11oz Mug | 0 | 11OZ | -240220357 | none | ||
| 26342 | DON'T CARE AT ALL HAT | -689067 | VISOR, HATS | -240909424 | none | ||
| 26351 | Good Mom's Say Bad Words T-Shirt | -4663937 | NECK LABELS, CREW NECK, COMFORTABLE FIT, FASHIONCOMFORT | -244884294 | none | ||
| 25469 | Puerto Rican Mixed With - Hoodie | -22568616 | PUERTO, SWEATSHIRTS, HOODIES, PULLOVER | -262788973 | none |