Fold 2 - Understanding why coefficient -6241 was selected
Tag: 55TH ANNIVERSARY
Selected Coefficient: -6241
Taxonomy Path: -0.0.1
Taxonomy Name:
Products with this tag: 5
Unique residual values tried: 5
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? |
|---|---|---|---|---|---|
| -6241 | 3.000160 | -0.0.1 | -1.0.0 (-(6241)) | Yes | |
| 0 | 3.000160 | 0 | 0 (0) | No | |
| 6246 | 4.000000 | 5.0.1 | 1.0.5 (6241 + 5) | No | |
| 37921 | 4.000000 | 1.6.6 | 6.6.1 (6*79^2 + 6*79 + 1) | Apparel & Accessories > Jewelry > Earrings | No |
| 75842 | 4.000000 | 2.12.12 | 12.12.2 (12*79^2 + 12*79 + 2) | No |
These are the training products that have the "55TH ANNIVERSARY" tag (processing sequence 322). 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 |
|---|---|---|---|---|---|---|---|
| 9318 | Raw Emerald Huggie Earrings - Sterling Silver | 75842 | 20TH ANNIVERSARY | 82083 | GREEN CRYSTAL | ||
| 9320 | Raw Emerald Pendant - Sterling Silver | 37921 | Apparel & Accessories > Jewelry > Earrings | EMERALD, 20TH ANNIVERSARY | 44162 | Apparel & Accessories > Jewelry > Jewelry Sets | GREEN CRYSTAL |
| 9015 | Raw Emerald Crystals - Bundle Bags | 6246 | EMERALD, 20TH ANNIVERSARY | 12487 | BUNDLES, GREEN CRYSTAL, RAW | ||
| 9319 | Raw Emerald Necklace - 14K Gold-Filled | 0 | EMERALD, 1ST ANNIVERSARY, 20TH ANNIVERSARY, 50TH ANNIVERSARY | 6241 | GREEN CRYSTAL | ||
| 8875 | Black Fossil Pendant - Men's Necklace | -6241 | 11TH ANNIVERSARY, 1ST ANNIVERSARY, 20TH ANNIVERSARY, 50TH ANNIVERSARY | 0 | none |