Fold 2 - Understanding why coefficient 6241 was selected
Tag: 50TH ANNIVERSARY
Selected Coefficient: 6241
Taxonomy Path: 0.0.1
Taxonomy Name:
Products with this tag: 5
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? |
|---|---|---|---|---|---|
| 6241 | 2.000160 | 0.0.1 | 1.0.0 (6241) | Yes | |
| 0 | 2.000320 | 0 | 0 (0) | No | |
| -31680 | 4.000000 | -1.6.5 | -5.6.1 (-(5*79^2 + 6*79 + 1)) | No | |
| 50403 | 4.000000 | 1.6.8 | 8.6.1 (8*79^2 + 6*79 + 1) | Apparel & Accessories > Jewelry > Necklaces | No |
These are the training products that have the "50TH ANNIVERSARY" tag (processing sequence 320). 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 |
|---|---|---|---|---|---|---|---|
| 9119 | Men's Rainbow Moonstone in Antique Bronze - With Black Leather Cord | 50403 | Apparel & Accessories > Jewelry > Necklaces | none | 44162 | Apparel & Accessories > Jewelry > Jewelry Sets | CHAIN MATERIAL ANTIQUE BRONZE |
| 9202 | Rainbow Moonstone - Adjustable Ring 14k Gold | 6241 | 1ST ANNIVERSARY | 0 | BACKING MATERIAL 14K GOLD | ||
| 9319 | Raw Emerald Necklace - 14K Gold-Filled | 6241 | EMERALD, 1ST ANNIVERSARY, 20TH ANNIVERSARY | 0 | 55TH ANNIVERSARY, GREEN CRYSTAL | ||
| 8875 | Black Fossil Pendant - Men's Necklace | 0 | 11TH ANNIVERSARY, 1ST ANNIVERSARY, 20TH ANNIVERSARY | -6241 | 55TH ANNIVERSARY | ||
| 9564 | Turquoise Drop Earrings - 14k Gold Filled Metal | -31680 | 11TH ANNIVERSARY, 1ST ANNIVERSARY | -37921 | 5TH ANNIVERSARY, GOLD EARRINGS, DROP EARRINGS |