Fold 3 - Understanding why coefficient -3507442 was selected
Tag: ESTATE
Selected Coefficient: -3507442
Taxonomy Path: -0.0.9.7
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? |
|---|---|---|---|---|---|
| -3507442 | 0.000160 | -0.0.9.7 | -7.9.0.0 (-(7*79^3 + 9*79^2)) | Yes | |
| -2958234 | 0.000160 | -0.0.0.6 | -6.0.0.0 (-(6*79^3)) | No |
These are the training products that have the "ESTATE" tag (processing sequence 1306). 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 | -2958234 | ABBIGLIAMENTO, ABRICOT ATELIER | 549208 | none | ||
| 6709 | Abito Emily | -3507442 | ABBIGLIAMENTO, ABRICOT ATELIER | 0 | none |