Fold 3 - Understanding why coefficient -548815700 was selected
Tag: JOGGER SET
Selected Coefficient: -548815700
Taxonomy Path: -14.11.10.7.14
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? |
|---|---|---|---|---|---|
| -548815700 | 1.000000 | -14.11.10.7.14 | -14.7.10.11.14 (-(14*79^4 + 7*79^3 + 10*79^2 + 11*79 + 14)) | Yes | |
| 0 | 1.000000 | 0 | 0 (0) | No |
These are the training products that have the "JOGGER SET" tag (processing sequence 2791). 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 |
|---|---|---|---|---|---|---|---|
| 4436 | Tribal Cloth Men's Track Jacket | 0 | JACKET | 548815700 | Home & Garden > Kitchen & Dining > Tableware > Serveware > Serving Bowls | none | |
| 3940 | Smooth Plaid Men's Jogger Shorts | -548815700 | JOGGERS, CLASSIC | 0 | none |