Fold 4 - Understanding why coefficient -20667 was selected
Tag: 11TH ANNIVERSARY
Selected Coefficient: -20667
Taxonomy Path: -0.0.3
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? |
|---|---|---|---|---|---|
| -20667 | 1.000145 | -0.0.3 | -3.0.0 (-(3*83^2)) | Yes | |
| 0 | 1.000290 | 0 | 0 (0) | No | |
| -41833 | 3.000000 | -1.6.6 | -6.6.1 (-(6*83^2 + 6*83 + 1)) | No |
These are the training products that have the "11TH ANNIVERSARY" tag (processing sequence 4705). 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 |
|---|---|---|---|---|---|---|---|
| 9562 | Turquoise Charm Necklace - Antiqued Sterling Silver | 0 | CRYSTAL NECKLACES | 20667 | none | ||
| 8875 | Black Fossil Pendant - Men's Necklace | -20667 | 17TH ANNIVERSARY | 0 | 50TH ANNIVERSARY | ||
| 9563 | Turquoise Charm Necklace - Antiqued Sterling Silver - Brown Leather | -20667 | CRYSTAL NECKLACES | 0 | none | ||
| 9564 | Turquoise Drop Earrings - 14k Gold Filled Metal | -41833 | DROP EARRINGS, CRYSTAL EARRINGS | -21166 | 50TH ANNIVERSARY |