Fold 1 - Understanding why coefficient -34445 was selected
Tag: TOURMALINE
Selected Coefficient: -34445
Taxonomy Path: -0.0.5
Taxonomy Name:
Products with this tag: 2
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? |
|---|---|---|---|---|---|
| -34445 | 0.000145 | -0.0.5 | -5.0.0 (-(5*83^2)) | Yes | |
| 0 | 0.000145 | 0 | 0 (0) | No |
These are the training products that have the "TOURMALINE" tag (processing sequence 5101). 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 |
|---|---|---|---|---|---|---|---|
| 20700 | Appeal Earrings | 0 | DANGLES | 34445 | none | ||
| 20699 | Appeal Bracelet | -34445 | AQUA CHALCEDONY | 0 | none |