Fold 4 - Understanding why coefficient 15 was selected
Tag: EMBROIDERED
Selected Coefficient: 15
Taxonomy Path: 15
Taxonomy Name:
Products with this tag: 23
Unique residual values tried: 6
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? |
|---|---|---|---|---|---|
| 15 | 13.012048 | 15 | 15 (15) | Yes | |
| 1094 | 13.108434 | 15.13 | 13.15 (13*83 + 15) | No | |
| 0 | 14.000000 | 0 | 0 (0) | No | |
| 8122298 | 20.000145 | 1.2.17.14 | 14.17.2.1 (14*83^3 + 17*83^2 + 2*83 + 1) | No | |
| 241282 | 20.000290 | 1.2.35 | 35.2.1 (35*83^2 + 2*83 + 1) | No | |
| 32647898 | 22.000000 | 14.11.8.57 | 57.8.11.14 (57*83^3 + 8*83^2 + 11*83 + 14) | No |
These are the training products that have the "EMBROIDERED" tag (processing sequence 3078). 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 |
|---|---|---|---|---|---|---|---|
| 24366 | Embroidered Tea Towel Delicious Points | 32647898 | none | 32647883 | none | ||
| 7205 | I LOVE MY DOG TRUCKER MESH CAP | 8122298 | none | 8122283 | DISTRESSED, HAIR | ||
| 7219 | MAMA TRUCKER MESH | 8122298 | none | 8122283 | DISTRESSED | ||
| 24909 | Punisher American Flag Badge | 241282 | none | 241267 | MORAL PATCH, SKULL | ||
| 4170 | GIRLFRIEND | 1094 | none | 1079 | none | ||
| 4005 | RANG DE | 15 | none | 0 | none | ||
| 4016 | MIA | 15 | none | 0 | none | ||
| 4080 | EMPOWER- Square | 15 | none | 0 | none | ||
| 4409 | MOHINI | 15 | none | 0 | none | ||
| 4081 | ESANA | 15 | none | 0 | none | ||
| 4137 | GEMMA | 15 | none | 0 | none | ||
| 4476 | NIRALA- Blush | 15 | none | 0 | none | ||
| 4193 | GIRLFRIEND-Square | 15 | none | 0 | none | ||
| 4230 | GRACE | 15 | none | 0 | none | ||
| 4351 | HAYA | 0 | MADE TO ORDER | -15 | none | ||
| 3902 | ANANYA | 0 | MADE TO ORDER | -15 | none | ||
| 4279 | TULIP | 0 | MADE TO ORDER | -15 | none | ||
| 3872 | ALIA Pearl round clutch | 0 | MADE TO ORDER | -15 | none | ||
| 4374 | LEAF | 0 | MADE TO ORDER | -15 | none | ||
| 4384 | MAHI | 0 | MADE TO ORDER | -15 | none | ||
| 4465 | DAHLIA | 0 | MADE TO ORDER | -15 | none | ||
| 4470 | NIDA | 0 | MADE TO ORDER | -15 | none | ||
| 7108 | BARN HAIR DON'T CARE TRUCKER MESH | 0 | FARM | -15 | DISTRESSED, HAIR |