Fold 2 - Understanding why coefficient 1042 was selected
Tag: KNITTING BAG
Selected Coefficient: 1042
Taxonomy Path: 15.13
Taxonomy Name: Luggage & Bags > Tote Bags
Products with this tag: 8
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? |
|---|---|---|---|---|---|
| 1042 | 0.063291 | 15.13 | 13.15 (13*79 + 15) | Luggage & Bags > Tote Bags | Yes |
| 15 | 0.075949 | 15 | 15 (15) | Luggage & Bags | No |
| 31457 | 0.075949 | 15.3.5 | 5.3.15 (5*79^2 + 3*79 + 15) | Luggage & Bags > Cosmetic & Toiletry Bags > Travel Organizer Bags | No |
| 50654 | 0.088608 | 15.9.8 | 8.9.15 (8*79^2 + 9*79 + 15) | Luggage & Bags > Luggage Accessories > Travel Pouches | No |
These are the training products that have the "KNITTING BAG" tag (processing sequence 3821). 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 |
|---|---|---|---|---|---|---|---|
| 19595 | Emma Ball Sewing Gnomes Drawstring Bag | 50654 | Luggage & Bags > Luggage Accessories > Travel Pouches | none | 49612 | none | |
| 19589 | Emma Ball Hedgehog Zipped Pouch | 31457 | Luggage & Bags > Cosmetic & Toiletry Bags > Travel Organizer Bags | none | 30415 | none | |
| 19582 | Emma Ball Happy Sheep Zipped Pouch | 31457 | Luggage & Bags > Cosmetic & Toiletry Bags > Travel Organizer Bags | none | 30415 | none | |
| 19597 | Emma Ball Spirit of Flora Tote Bag | 1042 | Luggage & Bags > Tote Bags | none | 0 | none | |
| 19592 | Emma Ball Large Bucket Bags | 1042 | Luggage & Bags > Tote Bags | none | 0 | none | |
| 19596 | Emma Ball Small Bucket Bag | 1042 | Luggage & Bags > Tote Bags | none | 0 | none | |
| 19581 | Emma Ball Happy Sheep Drawstring Bag | 15 | Luggage & Bags | none | -1027 | none | |
| 19584 | Emma Ball Hedgehog Drawstring Bag | 15 | Luggage & Bags | none | -1027 | none |