Fold 4 - Understanding why coefficient -2858935 was selected
Tag: PLUMWINE
Selected Coefficient: -2858935
Taxonomy Path: -0.0.0.5
Taxonomy Name:
Products with this tag: 5
Unique residual values tried: 5
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? |
|---|---|---|---|---|---|
| -2858935 | 1.000005 | -0.0.0.5 | -5.0.0.0 (-(5*83^3)) | Yes | |
| -571787 | 1.000005 | -0.0.0.1 | -1.0.0.0 (-(571787)) | No | |
| 0 | 1.000005 | 0 | 0 (0) | No | |
| 3430722 | 1.000005 | 0.0.0.6 | 6.0.0.0 (6*83^3) | No | |
| 190398090 | 4.000000 | 74.81.81.0.4 | 4.0.81.81.74 (4*83^4 + 81*83^2 + 81*83 + 74) | No |
These are the training products that have the "PLUMWINE" tag (processing sequence 5681). 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 |
|---|---|---|---|---|---|---|---|
| 20781 | Yoikigen Yuzu Mint liqueur 500ml | 190398090 | PREFERRED SERVING TEMPERATURE_COLD, BELOW $50, BOTTLE SIZE_500ML | 193257025 | none | ||
| 20762 | Kojika Umeshu (Plum Wine) 720ml | 3430722 | PREFERRED SERVING TEMPERATURE_COLD, BELOW $50 | 6289657 | none | ||
| 20729 | Gozenshu 9 Yuzusake 1800ml | 0 | PREFERRED SERVING TEMPERATURE_COLD | 2858935 | none | ||
| 20774 | Kinmon Ume shizuku Premium 720ml | -571787 | PREFERRED SERVING TEMPERATURE_COLD | 2287148 | none | ||
| 20740 | Kinmon Shizuku Gold Special Aged Plum Wine 720ml | -2858935 | PREFERRED SERVING TEMPERATURE_COLD | 0 | none |