Fold 3 - Understanding why coefficient 592546 was selected
Tag: 2ITEMGIFTBOX
Selected Coefficient: 592546
Taxonomy Path: 9.1.3.1
Taxonomy Name:
Products with this tag: 6
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? |
|---|---|---|---|---|---|
| 592546 | 0.012048 | 9.1.3.1 | 1.3.1.9 (571787 + 3*83^2 + 83 + 9) | Yes | |
| 34620 | 0.060241 | 9.2.5 | 5.2.9 (5*83^2 + 2*83 + 9) | No |
These are the training products that have the "2ITEMGIFTBOX" tag (processing sequence 2564). 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 |
|---|---|---|---|---|---|---|---|
| 25726 | Costa Rica Don Joel | 592546 | none | 0 | none | ||
| 25727 | Costa Rica Don Mayo | 592546 | none | 0 | none | ||
| 25731 | Decaf Espresso Paladino | 592546 | none | 0 | none | ||
| 25733 | Decaf Tangletown | 592546 | none | 0 | none | ||
| 25738 | Fitzroy's | 592546 | none | 0 | none | ||
| 25735 | Espresso Paladino | 34620 | none | -557926 | none |