Fold 2 - Understanding why coefficient -25220 was selected
Tag: 20TH ANNIVERSARY
Selected Coefficient: -25220
Taxonomy Path: -15.0.5
Taxonomy Name:
Products with this tag: 3
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? |
|---|---|---|---|---|---|
| -25220 | 2.000000 | -15.0.5 | -5.0.15 (-(5*71^2 + 15)) | Yes | |
| 0 | 2.000000 | 0 | 0 (0) | No | |
| 40750 | 2.000000 | 67.5.8 | 8.5.67 (8*71^2 + 5*71 + 67) | No |
These are the training products that have the "20TH ANNIVERSARY" tag (processing sequence 280). 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 | 40750 | EMERALD | 65970 | 35TH ANNIVERSARY, 55TH ANNIVERSARY, GREEN CRYSTAL | ||
| 9015 | Raw Emerald Crystals - Bundle Bags | 0 | EMERALD | 25220 | 35TH ANNIVERSARY, 55TH ANNIVERSARY, GREEN CRYSTAL | ||
| 8875 | Black Fossil Pendant - Men's Necklace | -25220 | SILVER, 12TH ANNIVERSARY, 13TH ANNIVERSARY | 0 | 35TH ANNIVERSARY, 40TH ANNIVERSARY, 55TH ANNIVERSARY |