Fold 0 - Understanding why coefficient 8542497780 was selected
Tag: BIRD
Selected Coefficient: 8542497780
Taxonomy Path: 0.0.0.0.14.2
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? |
|---|---|---|---|---|---|
| 8542497780 | 1.000000 | 0.0.0.0.14.2 | 2.14.0.0.0.0 (2*83^5 + 14*83^4) | Yes | |
| 15804771525 | 1.000000 | 3.2.1.2.1.4 | 4.1.2.1.2.3 (4*83^5 + 47458321 + 2*83^3 + 6889 + 2*83 + 3) | No |
These are the training products that have the "BIRD" tag (processing sequence 4956). 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 |
|---|---|---|---|---|---|---|---|
| 27485 | Finches | 15804771525 | none | 7262273745 | none | ||
| 30535 | AL24SM1050R | 8542497780 | PALM TREE | 0 | none |