Fold 3 - Understanding why coefficient 15 was selected
Tag: KNITTING BAG
Selected Coefficient: 15
Taxonomy Path: 15
Taxonomy Name:
Products with this tag: 7
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 | 0.060241 | 15 | 15 (15) | Yes | |
| 1094 | 0.060241 | 15.13 | 13.15 (13*83 + 15) | No | |
| 34709 | 0.060241 | 15.3.5 | 5.3.15 (5*83^2 + 3*83 + 15) | No | |
| 55874 | 0.072289 | 15.9.8 | 8.9.15 (8*83^2 + 9*83 + 15) | No |
These are the training products that have the "KNITTING BAG" tag (processing sequence 6473). 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 | 55874 | none | 55859 | STORAGE | ||
| 19582 | Emma Ball Happy Sheep Zipped Pouch | 34709 | none | 34694 | STORAGE | ||
| 19589 | Emma Ball Hedgehog Zipped Pouch | 34709 | none | 34694 | STORAGE | ||
| 19592 | Emma Ball Large Bucket Bags | 1094 | none | 1079 | STORAGE | ||
| 19597 | Emma Ball Spirit of Flora Tote Bag | 1094 | none | 1079 | STORAGE | ||
| 19581 | Emma Ball Happy Sheep Drawstring Bag | 15 | none | 0 | STORAGE | ||
| 19584 | Emma Ball Hedgehog Drawstring Bag | 15 | none | 0 | STORAGE |