Fold 2 - Understanding why coefficient 15 was selected
Tag: EMBROIDERED
Selected Coefficient: 15
Taxonomy Path: 15
Taxonomy Name: Luggage & Bags
Products with this tag: 19
Unique residual values tried: 5
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 | 3.014085 | 15 | 15 (15) | Luggage & Bags | Yes |
| 938 | 3.211268 | 15.13 | 13.15 (13*71 + 15) | Luggage & Bags > Tote Bags | No |
| 367567 | 18.000000 | 0.65.1.1 | 1.1.65.0 (357911 + 5041 + 65*71) | No | |
| 3296460 | 18.000000 | 1.66.14.9 | 9.14.66.1 (9*71^3 + 14*71^2 + 66*71 + 1) | No | |
| 7656997 | 18.000000 | 2.67.27.21 | 21.27.67.2 (21*71^3 + 27*71^2 + 67*71 + 2) | No |
These are the training products that have the "EMBROIDERED" tag (processing sequence 1100). 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 | 7656997 | BLACK, MESH, CAP, DOG, GRAY, ADJUSTABLE | 7656982 | none | ||
| 7108 | BARN HAIR DON'T CARE TRUCKER MESH | 3296460 | MESH, CAP, GRAY, ADJUSTABLE | 3296445 | none | ||
| 7219 | MAMA TRUCKER MESH | 367567 | BLACK, MESH, CAP, GRAY, ADJUSTABLE | 367552 | none | ||
| 4389 | MARGARET Pearl Bag | 938 | Luggage & Bags > Tote Bags | none | 923 | none | |
| 4031 | SAHAR | 15 | Luggage & Bags | none | 0 | none | |
| 4081 | ESANA | 15 | Luggage & Bags | none | 0 | none | |
| 4230 | GRACE | 15 | Luggage & Bags | none | 0 | none | |
| 4274 | GRETA Pearl Bag | 15 | Luggage & Bags | none | 0 | none | |
| 4279 | TULIP | 15 | Luggage & Bags | none | 0 | none | |
| 3902 | ANANYA | 15 | Luggage & Bags | none | 0 | none | |
| 4374 | LEAF | 15 | Luggage & Bags | none | 0 | none | |
| 4384 | MAHI | 15 | Luggage & Bags | none | 0 | none | |
| 4465 | DAHLIA | 15 | Luggage & Bags | none | 0 | none | |
| 4470 | NIDA | 15 | Luggage & Bags | none | 0 | none | |
| 4476 | NIRALA- Blush | 15 | Luggage & Bags | none | 0 | none | |
| 4351 | HAYA | 15 | Luggage & Bags | none | 0 | none | |
| 4005 | RANG DE | 15 | Luggage & Bags | none | 0 | none | |
| 4016 | MIA | 15 | Luggage & Bags | none | 0 | none | |
| 4025 | KAYA | 15 | Luggage & Bags | none | 0 | none |