Fold 2 - Understanding why coefficient -10323338 was selected
Tag: KITCHEN TOOLS
Selected Coefficient: -10323338
Taxonomy Path: -13.9.74.20
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? |
|---|---|---|---|---|---|
| -10323338 | 1.000000 | -13.9.74.20 | -20.74.9.13 (-(20*79^3 + 74*79^2 + 9*79 + 13)) | Yes | |
| 68045623 | 1.000000 | 0.0.1.59.1 | 1.59.1.0.0 (38950081 + 59*79^3 + 6241) | No |
These are the training products that have the "KITCHEN TOOLS" tag (processing sequence 3318). 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 |
|---|---|---|---|---|---|---|---|
| 15023 | Adjustable Vegetable Steamer Basket | 68045623 | COFFEE & TEA | 78368961 | none | ||
| 15040 | Cut Resistant Gloves | -10323338 | CUTTING BOARDS & CHOPPERS | 0 | none |