Fold 2 - Understanding why coefficient -4370690 was selected
Tag: ESTATE
Selected Coefficient: -4370690
Taxonomy Path: -1.2.15.12
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? |
|---|---|---|---|---|---|
| -4370690 | 0.000198 | -1.2.15.12 | -12.15.2.1 (-(12*71^3 + 15*71^2 + 2*71 + 1)) | Yes | |
| -3967410 | 0.000198 | -1.2.6.11 | -11.6.2.1 (-(11*71^3 + 6*71^2 + 2*71 + 1)) | No |
These are the training products that have the "ESTATE" tag (processing sequence 1116). 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 |
|---|---|---|---|---|---|---|---|
| 6820 | Top Vienna | -3967410 | ABBIGLIAMENTO, ABRICOT ATELIER | 403280 | none | ||
| 6709 | Abito Emily | -4370690 | ABBIGLIAMENTO, ABRICOT ATELIER | 0 | none |