Fold 4 - Understanding why coefficient 95495402 was selected
Tag: SUBSCRIPTION
Selected Coefficient: 95495402
Taxonomy Path: 1.1.1.1.2
Taxonomy Name:
Products with this tag: 2
Unique residual values tried: 2
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? |
|---|---|---|---|---|---|
| 95495402 | 1.000000 | 1.1.1.1.2 | 2.1.1.1.1 (2*83^4 + 571787 + 6889 + 83 + 1) | Yes | |
| 7930699730 | 1.000000 | 13.3.2.9.1.2 | 2.1.9.2.3.13 (2*83^5 + 47458321 + 9*83^3 + 2*83^2 + 3*83 + 13) | No |
These are the training products that have the "SUBSCRIPTION" tag (processing sequence 5105). 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 |
|---|---|---|---|---|---|---|---|
| 32196 | Gala Box Acnot Flawless | 7930699730 | none | 7835204328 | HIDDENPRODUCT | ||
| 24684 | MARVEL + MASK SUBSCRIPTION | 95495402 | none | 0 | none |