Fold 3 - Understanding why coefficient 28055 was selected
Tag: CHERRY
Selected Coefficient: 28055
Taxonomy Path: 1.6.4
Taxonomy Name: Apparel & Accessories > Jewelry > Brooches & Lapel Pins
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? |
|---|---|---|---|---|---|
| 28055 | 0.012048 | 1.6.4 | 4.6.1 (4*83^2 + 6*83 + 1) | Apparel & Accessories > Jewelry > Brooches & Lapel Pins | Yes |
| 689067 | 0.012048 | 1.2.17.1 | 1.17.2.1 (571787 + 17*83^2 + 2*83 + 1) | No |
These are the training products that have the "CHERRY" tag (processing sequence 5006). 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 |
|---|---|---|---|---|---|---|---|
| 24477 | Acid Wash Dad Hat | 689067 | none | 661012 | none | ||
| 12612 | Shoe Enamel Pin | 28055 | Apparel & Accessories > Jewelry > Brooches & Lapel Pins | none | 0 | none |