Fold 1 - Understanding why coefficient -47566569 was selected
Tag: NUGGETS NOVELTIES
Selected Coefficient: -47566569
Taxonomy Path: -48.66.63.61.1
Taxonomy Name:
Products with this tag: 6
Unique residual values tried: 5
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? |
|---|---|---|---|---|---|
| -47566569 | 3.014085 | -48.66.63.61.1 | -1.61.63.66.48 (-(25411681 + 61*71^3 + 63*71^2 + 66*71 + 48)) | Yes | |
| 23 | 3.028169 | 23 | 23 (23) | Sporting Goods | No |
| -51544274 | 5.000000 | -49.0.1.2.2 | -2.2.1.0.49 (-(2*71^4 + 2*71^3 + 5041 + 49)) | No | |
| -51423170 | 5.000000 | -0.70.47.1.2 | -2.1.47.70.0 (-(2*71^4 + 357911 + 47*71^2 + 70*71)) | No | |
| -50177179 | 5.000000 | -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 1783). 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 | 47566592 | none | |
| 1228 | Rocky Plush Doll | -47566569 | KSENH | 0 | none | ||
| 1280 | Rocky Claws Plush | -47566569 | KSENH | 0 | none | ||
| 1203 | Denver Nuggets Rocky Sleep Squad | -50177179 | CYBER MONDAY, KSENH | -2610610 | none | ||
| 1132 | 2023 NBA Playoffs Western Conference Round 1 Dueling Lapel Pin | -51423170 | KSENH | -3856601 | none | ||
| 1212 | Nuggets Foam Fan Chain - Pick Axe / Ball Logo | -51544274 | KSENH | -3977705 | none |