Fold 4 - 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: 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 | 10.012658 | 15 | 15 (15) | Luggage & Bags | Yes |
| 1042 | 10.101266 | 15.13 | 13.15 (13*79 + 15) | Luggage & Bags > Tote Bags | No |
| 0 | 12.000000 | 0 | 0 (0) | No | |
| 7008802 | 16.000000 | 1.2.17.14 | 14.17.2.1 (14*79^3 + 17*79^2 + 2*79 + 1) | Apparel & Accessories > Clothing Accessories > Hats > Trucker Hats | No |
These are the training products that have the "EMBROIDERED" tag (processing sequence 1974). 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 |
|---|---|---|---|---|---|---|---|
| 7219 | MAMA TRUCKER MESH | 7008802 | Apparel & Accessories > Clothing Accessories > Hats > Trucker Hats | none | 7008787 | CAP, MAMA, FOOTBALL | |
| 7205 | I LOVE MY DOG TRUCKER MESH CAP | 7008802 | Apparel & Accessories > Clothing Accessories > Hats > Trucker Hats | none | 7008787 | CAP, HAIR | |
| 7108 | BARN HAIR DON'T CARE TRUCKER MESH | 7008802 | Apparel & Accessories > Clothing Accessories > Hats > Trucker Hats | none | 7008787 | CAP, HAIR | |
| 4170 | GIRLFRIEND | 1042 | Luggage & Bags > Tote Bags | none | 1027 | none | |
| 4081 | ESANA | 15 | Luggage & Bags | none | 0 | none | |
| 4137 | GEMMA | 15 | Luggage & Bags | none | 0 | none | |
| 4193 | GIRLFRIEND-Square | 15 | Luggage & Bags | none | 0 | none | |
| 4230 | GRACE | 15 | Luggage & Bags | none | 0 | none | |
| 4005 | RANG DE | 15 | Luggage & Bags | none | 0 | none | |
| 4016 | MIA | 15 | Luggage & Bags | none | 0 | none | |
| 4080 | EMPOWER- Square | 15 | Luggage & Bags | none | 0 | none | |
| 4409 | MOHINI | 15 | Luggage & Bags | none | 0 | none | |
| 4384 | MAHI | 0 | MADE TO ORDER | -15 | none | ||
| 3902 | ANANYA | 0 | MADE TO ORDER | -15 | none | ||
| 4465 | DAHLIA | 0 | MADE TO ORDER | -15 | none | ||
| 4470 | NIDA | 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 | ||
| 4351 | HAYA | 0 | MADE TO ORDER | -15 | none |