Fold 4 - Understanding why coefficient 25632 was selected
Tag: 20TH ANNIVERSARY
Selected Coefficient: 25632
Taxonomy Path: 1.6.5
Taxonomy Name: Apparel & Accessories > Jewelry > Charms & Pendants
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? |
|---|---|---|---|---|---|
| 25632 | 1.000397 | 1.6.5 | 5.6.1 (5*71^2 + 6*71 + 1) | Apparel & Accessories > Jewelry > Charms & Pendants | Yes |
| 30673 | 1.000397 | 1.6.6 | 6.6.1 (6*71^2 + 6*71 + 1) | Apparel & Accessories > Jewelry > Earrings | No |
| 40755 | 1.000397 | 1.6.8 | 8.6.1 (8*71^2 + 6*71 + 1) | Apparel & Accessories > Jewelry > Necklaces | No |
| -40328 | 3.000000 | -0.0.8 | -8.0.0 (-(8*71^2)) | No |
These are the training products that have the "20TH ANNIVERSARY" tag (processing sequence 269). 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 | 15123 | none | |
| 9318 | Raw Emerald Huggie Earrings - Sterling Silver | 30673 | Apparel & Accessories > Jewelry > Earrings | none | 5041 | none | |
| 9320 | Raw Emerald Pendant - Sterling Silver | 25632 | Apparel & Accessories > Jewelry > Charms & Pendants | none | 0 | none | |
| 8875 | Black Fossil Pendant - Men's Necklace | -40328 | SILVER, 10TH ANNIVERSARY, 12TH ANNIVERSARY | -65960 | none |