Fold 4 - Understanding why coefficient -12482 was selected
Tag: PERIDOTS
Selected Coefficient: -12482
Taxonomy Path: -0.0.2
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? |
|---|---|---|---|---|---|
| -12482 | 2.000160 | -0.0.2 | -2.0.0 (-(2*79^2)) | Yes | |
| 0 | 2.000160 | 0 | 0 (0) | No | |
| 19198 | 2.000160 | 1.6.3 | 3.6.1 (3*79^2 + 6*79 + 1) | Apparel & Accessories > Jewelry > Bracelets | No |
| 50403 | 2.000160 | 1.6.8 | 8.6.1 (8*79^2 + 6*79 + 1) | Apparel & Accessories > Jewelry > Necklaces | No |
These are the training products that have the "PERIDOTS" tag (processing sequence 3266). 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 |
|---|---|---|---|---|---|---|---|
| 19333 | Harbor Necklace | 50403 | Apparel & Accessories > Jewelry > Necklaces | none | 62885 | Apparel & Accessories > Jewelry > Watch Accessories | none |
| 20651 | Drift Bracelet with assorted stones | 19198 | Apparel & Accessories > Jewelry > Bracelets | none | 31680 | Apparel & Accessories > Jewelry > Charms & Pendants | FEARLESS |
| 20696 | Bloom Necklace | 0 | CARNELIAN | 12482 | FEARLESS | ||
| 20640 | Maleficent Hoops with stones | -12482 | CARNELIAN | 0 | none |