Fold 4 - Understanding why coefficient 30673 was selected
Tag: GOLD PLATED
Selected Coefficient: 30673
Taxonomy Path: 1.6.6
Taxonomy Name: Apparel & Accessories > Jewelry > Earrings
Products with this tag: 4
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? |
|---|---|---|---|---|---|
| 30673 | 1.000198 | 1.6.6 | 6.6.1 (6*71^2 + 6*71 + 1) | Apparel & Accessories > Jewelry > Earrings | Yes |
| 40755 | 1.000397 | 1.6.8 | 8.6.1 (8*71^2 + 6*71 + 1) | Apparel & Accessories > Jewelry > Necklaces | No |
| -10082 | 3.000000 | -0.0.2 | -2.0.0 (-(2*71^2)) | No |
These are the training products that have the "GOLD PLATED" tag (processing sequence 1309). 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 |
|---|---|---|---|---|---|---|---|
| 9237 | Raw Amethyst Point Necklace - Gold Plated | 40755 | Apparel & Accessories > Jewelry > Necklaces | none | 10082 | none | |
| 4986 | Corentine Huggie Earrings | 30673 | Apparel & Accessories > Jewelry > Earrings | none | 0 | none | |
| 5000 | Link Huggie Earrings | 30673 | Apparel & Accessories > Jewelry > Earrings | none | 0 | none | |
| 9203 | Rainbow Moonstone Drop Earrings - 14k Gold Filled | -10082 | RAINBOW MOONSTONE | -40755 | none |