Fold 0 - Understanding why coefficient -78892538 was selected
Tag: NUGGETS NOVELTIES
Selected Coefficient: -78892538
Taxonomy Path: -57.0.1.2.2
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? |
|---|---|---|---|---|---|
| -78892538 | 2.000000 | -57.0.1.2.2 | -2.2.1.0.57 (-(2*79^4 + 2*79^3 + 6241 + 57)) | Yes | |
| -78742618 | 3.000000 | -0.78.55.1.2 | -2.1.55.78.0 (-(2*79^4 + 493039 + 55*79^2 + 78*79)) | No | |
| -76912965 | 3.000000 | -66.64.78.76.1 | -1.76.78.64.66 (-(38950081 + 76*79^3 + 78*79^2 + 64*79 + 66)) | No |
These are the training products that have the "NUGGETS NOVELTIES" tag (processing sequence 2196). 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 |
|---|---|---|---|---|---|---|---|
| 1203 | Denver Nuggets Rocky Sleep Squad | -76912965 | KSENH | 1979573 | none | ||
| 1132 | 2023 NBA Playoffs Western Conference Round 1 Dueling Lapel Pin | -78742618 | KSENH | 149920 | none | ||
| 685 | Nuggets Big Foam Fan Chain - Primary Logo | -78892538 | KSENH | 0 | none | ||
| 1212 | Nuggets Foam Fan Chain - Pick Axe / Ball Logo | -78892538 | KSENH | 0 | none |