Fold 2 - Understanding why coefficient -56644 was selected
Tag: TOURMALINE
Selected Coefficient: -56644
Taxonomy Path: -1.6.9
Taxonomy Name:
Products with this tag: 3
Unique residual values tried: 3
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? |
|---|---|---|---|---|---|
| -56644 | 1.000160 | -1.6.9 | -9.6.1 (-(9*79^2 + 6*79 + 1)) | Yes | |
| -50403 | 1.000160 | -1.6.8 | -8.6.1 (-(8*79^2 + 6*79 + 1)) | No | |
| -37446 | 2.000000 | -0.0.6 | -6.0.0 (-(6*79^2)) | No |
These are the training products that have the "TOURMALINE" tag (processing sequence 4159). 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 |
|---|---|---|---|---|---|---|---|
| 20699 | Appeal Bracelet | -37446 | AQUA CHALCEDONY | 19198 | Apparel & Accessories > Jewelry > Bracelets | CLASSIC | |
| 20700 | Appeal Earrings | -50403 | DANGLES, ECLECTICS | 6241 | none | ||
| 20701 | Appeal Necklace | -56644 | QUARTZ, AQUA CHALCEDONY | 0 | CLASSIC |