Fold 0 - 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: 3
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 | 1.000198 | -49.0.1.2.2 | -2.2.1.0.49 (-(2*71^4 + 2*71^3 + 5041 + 49)) | Yes | |
| -2928870 | 1.000198 | -49.0.13.8 | -8.13.0.49 (-(8*71^3 + 13*71^2 + 49)) | No | |
| -50177179 | 2.000000 | -59.57.13.69.1 | -1.69.13.57.59 (-(25411681 + 69*71^3 + 13*71^2 + 57*71 + 59)) | No |
These are the training products that have the "NUGGETS NOVELTIES" tag (processing sequence 1068). 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 | -2928870 | FPM | 48615404 | none | ||
| 1203 | Denver Nuggets Rocky Sleep Squad | -50177179 | CYBER MONDAY, FPM, KSENH | 1367095 | none | ||
| 685 | Nuggets Big Foam Fan Chain - Primary Logo | -51544274 | FPM, KSENH | 0 | none |