Fold 3 - Understanding why coefficient -8018980 was selected
Tag: STAFF-PICKS
Selected Coefficient: -8018980
Taxonomy Path: -18.2.2.14
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? |
|---|---|---|---|---|---|
| -8018980 | 4.000000 | -18.2.2.14 | -14.2.2.18 (-(14*83^3 + 2*83^2 + 2*83 + 18)) | Yes | |
| -4009490 | 4.000000 | -9.1.1.7 | -7.1.1.9 (-(7*83^3 + 6889 + 83 + 9)) | No | |
| 0 | 4.000000 | 0 | 0 (0) | No | |
| 41833 | 4.000000 | 1.6.6 | 6.6.1 (6*83^2 + 6*83 + 1) | No | |
| 4009490 | 4.000000 | 9.1.1.7 | 7.1.1.9 (7*83^3 + 6889 + 83 + 9) | No |
These are the training products that have the "STAFF-PICKS" tag (processing sequence 2864). 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 |
|---|---|---|---|---|---|---|---|
| 14873 | Contra Costa Zinfandel 2020 | 4009490 | none | 12028470 | none | ||
| 30609 | Abstract Wire-Sculpture Earrings | 41833 | none | 8060813 | none | ||
| 14877 | Bordeaux Superieur Rouge 2019 | 0 | MERLOT | 8018980 | none | ||
| 14904 | La Grande Vignolle Saumur-Champigny 2020 | -4009490 | ORGANIC-WINES, LOIRE-VALLEY | 4009490 | none | ||
| 15097 | Drink This Wine Red 2022 | -8018980 | ORGANIC-WINES, MERLOT, PINOT-NOIR | 0 | none |