Fold 3 - Understanding why coefficient 15 was selected
Tag: KNITTING BAG
Selected Coefficient: 15
Taxonomy Path: 15
Taxonomy Name: Luggage & Bags
Products with this tag: 5
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 | 0.037975 | 15 | 15 (15) | Luggage & Bags | Yes |
| 31457 | 0.037975 | 15.3.5 | 5.3.15 (5*79^2 + 3*79 + 15) | Luggage & Bags > Cosmetic & Toiletry Bags > Travel Organizer Bags | No |
| 1042 | 0.050633 | 15.13 | 13.15 (13*79 + 15) | Luggage & Bags > Tote Bags | No |
These are the training products that have the "KNITTING BAG" tag (processing sequence 3719). 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 |
|---|---|---|---|---|---|---|---|
| 19582 | Emma Ball Happy Sheep Zipped Pouch | 31457 | Luggage & Bags > Cosmetic & Toiletry Bags > Travel Organizer Bags | none | 31442 | none | |
| 19589 | Emma Ball Hedgehog Zipped Pouch | 31457 | Luggage & Bags > Cosmetic & Toiletry Bags > Travel Organizer Bags | none | 31442 | none | |
| 19592 | Emma Ball Large Bucket Bags | 1042 | Luggage & Bags > Tote Bags | none | 1027 | none | |
| 19581 | Emma Ball Happy Sheep Drawstring Bag | 15 | Luggage & Bags | none | 0 | none | |
| 19584 | Emma Ball Hedgehog Drawstring Bag | 15 | Luggage & Bags | none | 0 | none |