Fold 4 - Understanding why coefficient 241267 was selected
Tag: MORAL PATCH
Selected Coefficient: 241267
Taxonomy Path: 69.1.35
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? |
|---|---|---|---|---|---|
| 241267 | 1.000000 | 69.1.35 | 35.1.69 (35*83^2 + 83 + 69) | Yes | |
| 4422171 | 1.000000 | 14.76.60.7 | 7.60.76.14 (7*83^3 + 60*83^2 + 76*83 + 14) | No |
These are the training products that have the "MORAL PATCH" tag (processing sequence 5045). 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 |
|---|---|---|---|---|---|---|---|
| 24832 | Hunter's Prayer | 4422171 | PVC PATCH, CHRISTIAN, HUNTING | 4180904 | MORALE PATCH, MILITARY | ||
| 24909 | Punisher American Flag Badge | 241267 | EMBROIDERED | 0 | SKULL |