Fold 2 - Understanding why coefficient -40750 was selected
Tag: 35TH ANNIVERSARY
Selected Coefficient: -40750
Taxonomy Path: -67.5.8
Taxonomy Name:
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? |
|---|---|---|---|---|---|
| -40750 | 3.000000 | -67.5.8 | -8.5.67 (-(8*71^2 + 5*71 + 67)) | Yes | |
| 0 | 3.000000 | 0 | 0 (0) | No | |
| 25220 | 3.000000 | 15.0.5 | 5.0.15 (5*71^2 + 15) | No | |
| 65970 | 3.000000 | 11.6.13 | 13.6.11 (13*71^2 + 6*71 + 11) | No |
These are the training products that have the "35TH ANNIVERSARY" tag (processing sequence 300). 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 | 65970 | EMERALD, 20TH ANNIVERSARY | 106720 | 55TH ANNIVERSARY, GREEN CRYSTAL | ||
| 9015 | Raw Emerald Crystals - Bundle Bags | 25220 | EMERALD, 20TH ANNIVERSARY | 65970 | 55TH ANNIVERSARY, GREEN CRYSTAL | ||
| 8875 | Black Fossil Pendant - Men's Necklace | 0 | SILVER, 12TH ANNIVERSARY, 13TH ANNIVERSARY, 20TH ANNIVERSARY | 40750 | 40TH ANNIVERSARY, 55TH ANNIVERSARY | ||
| 9028 | New Beginnings Crystals - Bundle Bags | -40750 | 12TH ANNIVERSARY | 0 | GREEN CRYSTAL, YELLOW CRYSTAL |