Fold 2 - Understanding why coefficient 5 was selected
Tag: EMERALD
Selected Coefficient: 5
Taxonomy Path: 5
Taxonomy Name: Bundles
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? |
|---|---|---|---|---|---|
| 5 | 1.000000 | 5 | 5 (5) | Bundles | Yes |
| 40755 | 1.000000 | 1.6.8 | 8.6.1 (8*71^2 + 6*71 + 1) | Apparel & Accessories > Jewelry > Necklaces | No |
These are the training products that have the "EMERALD" tag (processing sequence 178). 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 |
|---|---|---|---|---|---|---|---|
| 9319 | Raw Emerald Necklace - 14K Gold-Filled | 40755 | Apparel & Accessories > Jewelry > Necklaces | none | 40750 | 20TH ANNIVERSARY, 35TH ANNIVERSARY, 55TH ANNIVERSARY, GREEN CRYSTAL | |
| 9015 | Raw Emerald Crystals - Bundle Bags | 5 | Bundles | none | 0 | 20TH ANNIVERSARY, 35TH ANNIVERSARY, 55TH ANNIVERSARY, GREEN CRYSTAL |