Fold 4 - Understanding why coefficient 725 was selected
Tag: HANDBAG
Selected Coefficient: 725
Taxonomy Path: 15.10
Taxonomy Name: Luggage & Bags > Messenger Bags
Products with this tag: 6
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? |
|---|---|---|---|---|---|
| 725 | 0.042254 | 15.10 | 10.15 (10*71 + 15) | Luggage & Bags > Messenger Bags | Yes |
| 15 | 0.056338 | 15 | 15 (15) | Luggage & Bags | No |
| 938 | 0.070423 | 15.13 | 13.15 (13*71 + 15) | Luggage & Bags > Tote Bags | No |
These are the training products that have the "HANDBAG" tag (processing sequence 78). 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 |
|---|---|---|---|---|---|---|---|
| 1453 | Carla | 938 | Luggage & Bags > Tote Bags | none | 213 | none | |
| 1455 | Venera | 725 | Luggage & Bags > Messenger Bags | none | 0 | none | |
| 5032 | Farrah | 725 | Luggage & Bags > Messenger Bags | none | 0 | none | |
| 9476 | LUNA: CARAMEL MULTI WAY HANDBAG | 725 | Luggage & Bags > Messenger Bags | none | 0 | CROSSBODY | |
| 1454 | Madina | 15 | Luggage & Bags | none | -710 | none | |
| 9475 | LUNA: RASPBERRY MULTI WAY HANDBAG | 15 | Luggage & Bags | none | -710 | CROSSBODY |