Fold 1 - Understanding why coefficient 240220357 was selected
Tag: FRIENDS
Selected Coefficient: 240220357
Taxonomy Path: 14.11.10.5.5
Taxonomy Name:
Products with this tag: 4
Unique residual values tried: 2
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 | 1.000000 | 14.11.10.5.5 | 5.5.10.11.14 (5*83^4 + 5*83^3 + 10*83^2 + 11*83 + 14) | Yes | |
| 0 | 3.000000 | 0 | 0 (0) | No |
These are the training products that have the "FRIENDS" tag (processing sequence 1293). 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 |
|---|---|---|---|---|---|---|---|
| 27651 | Official Member of the Wolf Pack Vintage Halloween 11oz Mug | 240220357 | none | 0 | none | ||
| 27690 | I Just Freaking Love Birds OK? Souvenir by ASJ graphic 11oz Mug | 240220357 | none | 0 | GATHERING, PERFECT GIFT, WORDS, SPECIAL | ||
| 27705 | Funny Retirement Humor I'm Retired Every Day Is Saturday Gag design | 240220357 | none | 0 | FAMILY | ||
| 27621 | Armadillo Otaku Anime Vintage by DOTC 11oz Mug | 0 | WEARING | -240220357 | GATHERING, GAME, OFFICE, PERFECT GIFT, HOME, SPECIAL |