Fold 3 - Understanding why coefficient 350 was selected
Tag: CHILDREN'S DAY
Selected Coefficient: 350
Taxonomy Path: 18.4
Taxonomy Name:
Products with this tag: 4
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? |
|---|---|---|---|---|---|
| 350 | 2.012048 | 18.4 | 4.18 (4*83 + 18) | Yes | |
| 27657 | 2.012048 | 18.1.4 | 4.1.18 (4*83^2 + 83 + 18) | No | |
| 0 | 3.000000 | 0 | 0 (0) | No | |
| 1722419 | 3.000000 | 3.2.1.3 | 3.1.2.3 (3*83^3 + 6889 + 2*83 + 3) | No |
These are the training products that have the "CHILDREN'S DAY" tag (processing sequence 6699). 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 |
|---|---|---|---|---|---|---|---|
| 32044 | Photo Frames for Art Kits | 1722419 | none | 1722069 | none | ||
| 32003 | Wooden Slim Bookmark | 27657 | none | 27307 | none | ||
| 32013 | Wooden Flowerpot Card Holder | 350 | none | 0 | none | ||
| 31994 | Graduation Soft Bear 16cm | 0 | IWG | -350 | none |