Fold 3 - Understanding why coefficient -25439 was selected
Tag: WALL ART
Selected Coefficient: -25439
Taxonomy Path: -1.6.4
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? |
|---|---|---|---|---|---|
| -25439 | 2.000000 | -1.6.4 | -4.6.1 (-(4*79^2 + 6*79 + 1)) | Yes | |
| -1515 | 2.000000 | -14.19 | -19.14 (-(19*79 + 14)) | No | |
| 31779 | 2.000000 | 21.7.5 | 5.7.21 (5*79^2 + 7*79 + 21) | Services > Professional Services > Marketing & Advertising | No |
These are the training products that have the "WALL ART" tag (processing sequence 3069). 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 |
|---|---|---|---|---|---|---|---|
| 18649 | Cartoon Kitty Cat Wall Art | 31779 | Services > Professional Services > Marketing & Advertising | CAT, FRENCH | 57218 | none | |
| 1459 | ABSTRACT TRANSPARENT MOBILE | -1515 | DECOR, HOME | 23924 | none | ||
| 8152 | Winter (3 Pets) - Custom Pet Canvas | -25439 | CANVAS, CATS | 0 | none |