Fold 0 - 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 | 1.012048 | -0.13 | -13.0 (-(13*83)) | Yes | |
| 0 | 1.012048 | 0 | 0 (0) | No | |
| 7474733 | 2.000000 | 2.2.6.13 | 13.6.2.2 (13*83^3 + 6*83^2 + 2*83 + 2) | No |
These are the training products that have the "TRENDING" tag (processing sequence 6274). 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 |
|---|---|---|---|---|---|---|---|
| 13964 | Adopted - Rhinestone Shirts | 7474733 | none | 7475812 | none | ||
| 74 | Peach Sequins Crop Top | 0 | CROP TOP | 1079 | none | ||
| 9860 | Brooklyn | Brown Purse | -1079 | HANDBAGS | 0 | none |