Fold 2 - Understanding why coefficient -55611 was selected
Tag: ROCZ
Selected Coefficient: -55611
Taxonomy Path: -1.6.8
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? |
|---|---|---|---|---|---|
| -55611 | 1.000145 | -1.6.8 | -8.6.1 (-(8*83^2 + 6*83 + 1)) | Yes | |
| -41833 | 1.000290 | -1.6.6 | -6.6.1 (-(6*83^2 + 6*83 + 1)) | No | |
| -83666 | 3.000000 | -2.12.12 | -12.12.2 (-(12*83^2 + 12*83 + 2)) | No |
These are the training products that have the "ROCZ" tag (processing sequence 4827). 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 |
|---|---|---|---|---|---|---|---|
| 30453 | Aqua Chalcedony Earrings | -41833 | DROP EARRINGS, TOPAZ | 13778 | none | ||
| 30479 | Malika Tree of Life Necklace | -55611 | GOLD NECKLACE, NECKLACES | 0 | none | ||
| 30480 | Jamila Gold Necklace | -55611 | GOLD NECKLACE, NECKLACES | 0 | none | ||
| 30459 | Multi-Gemstone Earrings | -83666 | DROP EARRINGS, GEMSTONE EARRINGS, TOPAZ | -28055 | none |