Fold 4 - Understanding why coefficient -5146083 was selected
Tag: MAGLIERIA
Selected Coefficient: -5146083
Taxonomy Path: -0.0.0.9
Taxonomy Name:
Products with this tag: 4
Unique residual values tried: 4
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? |
|---|---|---|---|---|---|
| -5146083 | 2.000002 | -0.0.0.9 | -9.0.0.0 (-(9*83^3)) | Yes | |
| 0 | 2.000002 | 0 | 0 (0) | No | |
| 1805002 | 2.000002 | 1.1.13.3 | 3.13.1.1 (3*83^3 + 13*83^2 + 83 + 1) | No | |
| 6951085 | 2.000002 | 1.1.13.12 | 12.13.1.1 (12*83^3 + 13*83^2 + 83 + 1) | No |
These are the training products that have the "MAGLIERIA" tag (processing sequence 4827). 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 |
|---|---|---|---|---|---|---|---|
| 6730 | Coprispalle Netherfield in seta | 6951085 | none | 12097168 | none | ||
| 6726 | Coprispalle Netherfield in lana | 1805002 | none | 6951085 | none | ||
| 6808 | Maglioncino Pemberley | 0 | LANA MERINOS | 5146083 | none | ||
| 6829 | Cardigan Longbourn | -5146083 | LANA MERINOS | 0 | none |