Fold 0 - 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: 3
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 | 1.028169 | 15 | 15 (15) | Luggage & Bags | Yes |
| 938 | 1.225352 | 15.13 | 13.15 (13*71 + 15) | Luggage & Bags > Tote Bags | No |
| 368220 | 18.000000 | 14.3.2.1 | 1.2.3.14 (357911 + 2*71^2 + 3*71 + 14) | Home & Garden > Decor > Artificial Flora > Artificial Flowering Plants | No |
These are the training products that have the "EMBROIDERED" tag (processing sequence 1095). 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 | 368220 | Home & Garden > Decor > Artificial Flora > Artificial Flowering Plants | BLACK, MESH, GRAY, CAP, ADJUSTABLE | 368205 | none | |
| 4170 | GIRLFRIEND | 938 | Luggage & Bags > Tote Bags | none | 923 | none | |
| 4389 | MARGARET Pearl Bag | 938 | Luggage & Bags > Tote Bags | none | 923 | none | |
| 4025 | KAYA | 15 | Luggage & Bags | none | 0 | none | |
| 4031 | SAHAR | 15 | Luggage & Bags | none | 0 | none | |
| 4080 | EMPOWER- Square | 15 | Luggage & Bags | none | 0 | none | |
| 4081 | ESANA | 15 | Luggage & Bags | none | 0 | none | |
| 4137 | GEMMA | 15 | Luggage & Bags | none | 0 | none | |
| 3872 | ALIA Pearl round clutch | 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 | |
| 4351 | HAYA | 15 | Luggage & Bags | none | 0 | none | |
| 4374 | LEAF | 15 | Luggage & Bags | none | 0 | none | |
| 4409 | MOHINI | 15 | Luggage & Bags | none | 0 | none | |
| 4476 | NIRALA- Blush | 15 | Luggage & Bags | none | 0 | none | |
| 4193 | GIRLFRIEND-Square | 15 | Luggage & Bags | none | 0 | none | |
| 4005 | RANG DE | 15 | Luggage & Bags | none | 0 | none | |
| 4016 | MIA | 15 | Luggage & Bags | none | 0 | none |