Fold 3 - Understanding why coefficient 1824842 was selected
Tag: ITALIAN
Selected Coefficient: 1824842
Taxonomy Path: 0.0.7.5
Taxonomy Name:
Products with this tag: 4
Unique residual values tried: 3
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? |
|---|---|---|---|---|---|
| 1824842 | 2.000000 | 0.0.7.5 | 5.7.0.0 (5*71^3 + 7*71^2) | Yes | |
| -1104051 | 2.000198 | -1.1.6.3 | -3.6.1.1 (-(3*71^3 + 6*71^2 + 71 + 1)) | No | |
| 4214204 | 2.000198 | 70.69.54.11 | 11.54.69.70 (11*71^3 + 54*71^2 + 69*71 + 70) | No |
These are the training products that have the "ITALIAN" tag (processing sequence 1503). 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 |
|---|---|---|---|---|---|---|---|
| 1059 | Showpony | 4214204 | BLACK, TAN, BEACH | 2389362 | SWIM | ||
| 1066 | Susan Set | 1824842 | EUROPEAN BRANDS | 0 | none | ||
| 1071 | The Longboarder | 1824842 | EUROPEAN BRANDS | 0 | none | ||
| 841 | Brigitte Set: Orange | -1104051 | ORANGE, EUROPEAN BRANDS | -2928893 | none |