Fold 3 - Understanding why coefficient 6241 was selected
Tag: ESSENTIEL
Selected Coefficient: 6241
Taxonomy Path: 0.0.1
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? |
|---|---|---|---|---|---|
| 6241 | 1.000000 | 0.0.1 | 1.0.0 (6241) | Yes | |
| 25439 | 1.000000 | 1.6.4 | 4.6.1 (4*79^2 + 6*79 + 1) | Apparel & Accessories > Jewelry > Brooches & Lapel Pins | No |
These are the training products that have the "ESSENTIEL" tag (processing sequence 1304). 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 |
|---|---|---|---|---|---|---|---|
| 892 | Dobber | 25439 | Apparel & Accessories > Jewelry > Brooches & Lapel Pins | none | 19198 | Apparel & Accessories > Jewelry > Bracelets | none |
| 883 | Dezorro | 6241 | BEADED | 0 | none |