Fold 3 - Understanding why coefficient -1079 was selected
Tag: TRENDING
Selected Coefficient: -1079
Taxonomy Path: -0.13
Taxonomy Name:
Products with this tag: 3
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? |
|---|---|---|---|---|---|
| -1079 | 2.000000 | -0.13 | -13.0 (-(13*83)) | Yes | |
| 8 | 2.000000 | 8 | 8 (8) | No | |
| 55611 | 2.000000 | 1.6.8 | 8.6.1 (8*83^2 + 6*83 + 1) | No |
These are the training products that have the "TRENDING" tag (processing sequence 6317). 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 |
|---|---|---|---|---|---|---|---|
| 9444 | Natalie Gold Necklace | 55611 | none | 56690 | none | ||
| 7587 | Fitbit Inspire 3 | 8 | none | 1087 | none | ||
| 9860 | Brooklyn | Brown Purse | -1079 | HANDBAGS | 0 | none |