Fold 0 - Understanding why coefficient 1722419 was selected
Tag: KNITTING
Selected Coefficient: 1722419
Taxonomy Path: 3.2.1.3
Taxonomy Name:
Products with this tag: 3
Unique residual values tried: 2
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? |
|---|---|---|---|---|---|
| 1722419 | 1.000000 | 3.2.1.3 | 3.1.2.3 (3*83^3 + 6889 + 2*83 + 3) | Yes | |
| 110663 | 2.000000 | 24.5.16 | 16.5.24 (16*83^2 + 5*83 + 24) | No |
These are the training products that have the "KNITTING" tag (processing sequence 3572). 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 |
|---|---|---|---|---|---|---|---|
| 11780 | Large Ring Knitting Stitch Markers | Set of 10 | 1722419 | none | 0 | none | ||
| 11866 | Small Silver Heart Stitch Markers - Set of 20 | 1722419 | none | 0 | none | ||
| 19611 | Hardicraft Luke Highlander Knitting Kit | 110663 | none | -1611756 | TOYS |