Fold 2 - Understanding why coefficient -197272491 was selected
Tag: COMPUTER BUG
Selected Coefficient: -197272491
Taxonomy Path: -11.9.9.5.5
Taxonomy Name:
Products with this tag: 3
Unique residual values tried: 1
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? |
|---|---|---|---|---|---|
| -197272491 | 0.000000 | -11.9.9.5.5 | -5.5.9.9.11 (-(5*79^4 + 5*79^3 + 9*79^2 + 9*79 + 11)) | Yes |
These are the training products that have the "COMPUTER BUG" tag (processing sequence 1086). 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 |
|---|---|---|---|---|---|---|---|
| 4163 | Computer Bug, "The Butterfly" | -197272491 | GIFT | 0 | none | ||
| 4164 | Computer Bug, "The Firefly" | -197272491 | GIFT | 0 | none | ||
| 4165 | Computer Bug, "The Hornet" | -197272491 | GIFT | 0 | none |