Fold 4 - Understanding why coefficient 167 was selected
Tag: MORALE PATCH ARMORY
Selected Coefficient: 167
Taxonomy Path: 1.2
Taxonomy Name:
Products with this tag: 8
Unique residual values tried: 8
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? |
|---|---|---|---|---|---|
| 241282 | 5.012193 | 1.2.35 | 35.2.1 (35*83^2 + 2*83 + 1) | No | |
| 167 | 5.012193 | 1.2 | 2.1 (2*83 + 1) | Yes | |
| 2976132 | 5.024096 | 1.1.17.5 | 5.17.1.1 (5*83^3 + 17*83^2 + 83 + 1) | No | |
| -4905196 | 6.012048 | -62.2.48.8 | -8.48.2.62 (-(8*83^3 + 48*83^2 + 2*83 + 62)) | No | |
| 21 | 6.012048 | 21 | 21 (21) | No | |
| 97211938 | 7.000000 | 14.15.1.4.2 | 2.4.1.15.14 (2*83^4 + 4*83^3 + 6889 + 15*83 + 14) | No | |
| 0 | 7.000000 | 0 | 0 (0) | No | |
| -240192451 | 7.000000 | -79.6.6.5.5 | -5.5.6.6.79 (-(5*83^4 + 5*83^3 + 6*83^2 + 6*83 + 79)) | No |
These are the training products that have the "MORALE PATCH ARMORY" tag (processing sequence 6684). 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 |
|---|---|---|---|---|---|---|---|
| 24806 | Multicam Hooded Blanket | 97211938 | none | 97211771 | none | ||
| 24796 | Multicam Bath Robe | 2976132 | none | 2975965 | none | ||
| 24896 | OnlyDefenders | 241282 | none | 241115 | none | ||
| 24906 | Old Glory Crew Socks | 167 | none | 0 | none | ||
| 24897 | Patch Protection Plan | 21 | none | -146 | none | ||
| 24899 | US Space Force | 0 | PVC PATCH | -167 | none | ||
| 24835 | Just The Tip PVC | -4905196 | PVC PATCH, BEST SELLING | -4905363 | none | ||
| 24824 | Honey Badger Decal | -240192451 | FUNNY | -240192618 | MILITARY |