Fold 2 - Understanding why coefficient -3796090 was selected
Tag: WORKOUT
Selected Coefficient: -3796090
Taxonomy Path: -2.3.53.6
Taxonomy Name:
Products with this tag: 2
Unique residual values tried: 2
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? |
|---|---|---|---|---|---|
| -3796090 | 1.000000 | -2.3.53.6 | -6.53.3.2 (-(6*83^3 + 53*83^2 + 3*83 + 2)) | Yes | |
| 62085 | 1.000000 | 1.1.9 | 9.1.1 (9*83^2 + 83 + 1) | No |
These are the training products that have the "WORKOUT" tag (processing sequence 5078). 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 |
|---|---|---|---|---|---|---|---|
| 965 | Hot Shot Onesie Printed | 62085 | none | 3858175 | SHORTS | ||
| 1478 | Black Gumball Board Shorts | -3796090 | ATHLETIC, HIKING, SWIM | 0 | PANTS |