Fold 1 - Understanding why coefficient 6241 was selected
Tag: 50TH ANNIVERSARY
Selected Coefficient: 6241
Taxonomy Path: 0.0.1
Taxonomy Name:
Products with this tag: 4
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? |
|---|---|---|---|---|---|
| 6241 | 1.000160 | 0.0.1 | 1.0.0 (6241) | Yes | |
| 0 | 1.000320 | 0 | 0 (0) | No | |
| -31680 | 3.000000 | -1.6.5 | -5.6.1 (-(5*79^2 + 6*79 + 1)) | No |
These are the training products that have the "50TH ANNIVERSARY" tag (processing sequence 318). 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 |
|---|---|---|---|---|---|---|---|
| 9202 | Rainbow Moonstone - Adjustable Ring 14k Gold | 6241 | RAINBOW MOONSTONE | 0 | BACKING MATERIAL 14K GOLD | ||
| 9564 | Turquoise Drop Earrings - 14k Gold Filled Metal | 6241 | 11TH ANNIVERSARY | 0 | GOLD EARRINGS | ||
| 9119 | Men's Rainbow Moonstone in Antique Bronze - With Black Leather Cord | 0 | RAINBOW MOONSTONE | -6241 | CHAIN MATERIAL ANTIQUE BRONZE, JUNE BIRTHSTONE | ||
| 8875 | Black Fossil Pendant - Men's Necklace | -31680 | 11TH ANNIVERSARY, 23RD ANNIVERSARY, 40TH ANNIVERSARY | -37921 | 55TH ANNIVERSARY |