Fold 1 - Understanding why coefficient 15 was selected
Tag: EMBROIDERED
Selected Coefficient: 15
Taxonomy Path: 15
Taxonomy Name:
Products with this tag: 19
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? |
|---|---|---|---|---|---|
| 15 | 2.012048 | 15 | 15 (15) | Yes | |
| 1094 | 2.192771 | 15.13 | 13.15 (13*83 + 15) | No | |
| 0 | 18.000000 | 0 | 0 (0) | No | |
| 8122298 | 18.000000 | 1.2.17.14 | 14.17.2.1 (14*83^3 + 17*83^2 + 2*83 + 1) | No |
These are the training products that have the "EMBROIDERED" tag (processing sequence 2496). 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 |
|---|---|---|---|---|---|---|---|
| 7205 | I LOVE MY DOG TRUCKER MESH CAP | 8122298 | none | 8122283 | HAIR, DISTRESSED | ||
| 4389 | MARGARET Pearl Bag | 1094 | none | 1079 | none | ||
| 4005 | RANG DE | 15 | none | 0 | none | ||
| 4016 | MIA | 15 | none | 0 | none | ||
| 4025 | KAYA | 15 | none | 0 | none | ||
| 4031 | SAHAR | 15 | none | 0 | none | ||
| 4081 | ESANA | 15 | none | 0 | none | ||
| 4137 | GEMMA | 15 | none | 0 | none | ||
| 4230 | GRACE | 15 | none | 0 | none | ||
| 3872 | ALIA Pearl round clutch | 15 | none | 0 | none | ||
| 4279 | TULIP | 15 | none | 0 | none | ||
| 4351 | HAYA | 15 | none | 0 | none | ||
| 4374 | LEAF | 15 | none | 0 | none | ||
| 4409 | MOHINI | 15 | none | 0 | none | ||
| 4465 | DAHLIA | 15 | none | 0 | none | ||
| 4470 | NIDA | 15 | none | 0 | none | ||
| 4274 | GRETA Pearl Bag | 15 | none | 0 | none | ||
| 3902 | ANANYA | 15 | none | 0 | none | ||
| 7108 | BARN HAIR DON'T CARE TRUCKER MESH | 0 | FARM | -15 | HAIR, DISTRESSED |