Fold 1 - Understanding why coefficient -15821818 was selected
Tag: COFFEE MAKER
Selected Coefficient: -15821818
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? |
|---|---|---|---|---|---|
| -15821818 | 1.000000 | -14.11.7.32 | -32.7.11.14 (-(32*79^3 + 7*79^2 + 11*79 + 14)) | Yes | |
| 725 | 2.000000 | 14.9 | 9.14 (9*79 + 14) | Home & Garden > Household Appliances | No |
These are the training products that have the "COFFEE MAKER" tag (processing sequence 2359). 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 | 725 | Home & Garden > Household Appliances | none | 15822543 | none | |
| 15044 | Double Grip Handheld Milk Frother | -15821818 | HANDHELD MILK FROTHER, COFFEE & TEA | 0 | none | ||
| 15049 | Executive Series Premium Milk Frother | -15821818 | HANDHELD MILK FROTHER, COFFEE & TEA | 0 | none |