Fold 2 - Understanding why coefficient 186170 was selected
Tag: FREE
Selected Coefficient: 186170
Taxonomy Path: 1.2.27
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? |
|---|---|---|---|---|---|
| 186170 | 1.000000 | 1.2.27 | 27.2.1 (27*83^2 + 2*83 + 1) | Yes | |
| 2342849 | 1.000000 | 8.7.8.4 | 4.8.7.8 (4*83^3 + 8*83^2 + 7*83 + 8) | No |
These are the training products that have the "FREE" tag (processing sequence 4968). 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 |
|---|---|---|---|---|---|---|---|
| 33999 | Katy Perry The Queen Collection | 2342849 | none | 2156679 | BEST SELLING | ||
| 10789 | Princess Armor Promotion | 186170 | none | 0 | none |