Fold 2 - Understanding why coefficient -18346334 was selected
Tag: COFFEE MAKER
Selected Coefficient: -18346334
Taxonomy Path: -14.11.7.32
Taxonomy Name:
Products with this tag: 3
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? |
|---|---|---|---|---|---|
| -18346334 | 1.000000 | -14.11.7.32 | -32.7.11.14 (-(32*83^3 + 7*83^2 + 11*83 + 14)) | Yes | |
| 761 | 2.000000 | 14.9 | 9.14 (9*83 + 14) | No |
These are the training products that have the "COFFEE MAKER" tag (processing sequence 3563). 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 |
|---|---|---|---|---|---|---|---|
| 14947 | Zulay 1.7L Glass Electric Kettle with 360° Swivel Base | 761 | none | 18347095 | none | ||
| 15044 | Double Grip Handheld Milk Frother | -18346334 | HANDHELD MILK FROTHER, COFFEE & TEA | 0 | none | ||
| 15049 | Executive Series Premium Milk Frother | -18346334 | HANDHELD MILK FROTHER, COFFEE & TEA | 0 | none |