Fold 1 - Understanding why coefficient -51544274 was selected
Tag: NUGGETS NOVELTIES
Selected Coefficient: -51544274
Taxonomy Path: -49.0.1.2.2
Taxonomy Name:
Products with this tag: 4
Unique residual values tried: 3
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? |
|---|---|---|---|---|---|
| -51544274 | 2.000000 | -49.0.1.2.2 | -2.2.1.0.49 (-(2*71^4 + 2*71^3 + 5041 + 49)) | Yes | |
| -51423170 | 3.000000 | -0.70.47.1.2 | -2.1.47.70.0 (-(2*71^4 + 357911 + 47*71^2 + 70*71)) | No | |
| 23 | 3.000000 | 23 | 23 (23) | Sporting Goods | No |
These are the training products that have the "NUGGETS NOVELTIES" tag (processing sequence 1052). 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 |
|---|---|---|---|---|---|---|---|
| 1220 | Nuggets Maxie The Miner Pennant | 23 | Sporting Goods | none | 51544297 | Apparel & Accessories > Clothing > Activewear > Activewear Tops > T-Shirts | none |
| 1132 | 2023 NBA Playoffs Western Conference Round 1 Dueling Lapel Pin | -51423170 | KSENH | 121104 | none | ||
| 685 | Nuggets Big Foam Fan Chain - Primary Logo | -51544274 | KSENH | 0 | none | ||
| 1212 | Nuggets Foam Fan Chain - Pick Axe / Ball Logo | -51544274 | KSENH | 0 | none |