Fold 0 - Understanding why coefficient -1004801 was selected
Tag: SS JACKET GILET
Selected Coefficient: -1004801
Taxonomy Path: -0.0.3.2
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? |
|---|---|---|---|---|---|
| -1004801 | 0.012818 | -0.0.3.2 | -2.3.0.0 (-(2*79^3 + 3*79^2)) | Yes | |
| 0 | 0.012979 | 0 | 0 (0) | No | |
| -3975122 | 0.037975 | -0.74.4.8 | -8.4.74.0 (-(8*79^3 + 4*79^2 + 74*79)) | No |
These are the training products that have the "SS JACKET GILET" tag (processing sequence 2780). 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 |
|---|---|---|---|---|---|---|---|
| 1704 | Serena Gilet - 90% Cotton / 10% Lurex | 0 | GOLD, COTTON, RIGHE | 1004801 | none | ||
| 1679 | Matilde Gilet - 100% Cotton Knit | -1004801 | COTTON | 0 | none | ||
| 1680 | Matilde Gilet - 100% Cotton Knit | -1004801 | COTTON | 0 | none | ||
| 1716 | Serena Gilet - 90% Cotton / 10% Lurex | -3975122 | GREY, COTTON, RIGHE | -2970321 | none |