Fold 4 - Understanding why coefficient 256 was selected
Tag: X LARGE
Selected Coefficient: 256
Taxonomy Path: 7.3
Taxonomy Name:
Products with this tag: 3
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? |
|---|---|---|---|---|---|
| 256 | 1.000000 | 7.3 | 3.7 (3*83 + 7) | Yes | |
| 186170 | 2.000000 | 1.2.27 | 27.2.1 (27*83^2 + 2*83 + 1) | No |
These are the training products that have the "X LARGE" tag (processing sequence 3699). 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 |
|---|---|---|---|---|---|---|---|
| 32753 | Deadlock LL Polar | 186170 | none | 185914 | none | ||
| 32752 | Count LL Sun | 256 | none | 0 | none | ||
| 32754 | Deadlock LL | 256 | none | 0 | none |