Fold 0 - Understanding why coefficient -4581277 was selected
Tag: $50-$100
Selected Coefficient: -4581277
Taxonomy Path: -9.1.1.8
Taxonomy Name:
Products with this tag: 5
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? |
|---|---|---|---|---|---|
| -4581277 | 2.000000 | -9.1.1.8 | -8.1.1.9 (-(8*83^3 + 6889 + 83 + 9)) | Yes | |
| -2858935 | 3.000002 | -0.0.0.5 | -5.0.0.0 (-(5*83^3)) | No | |
| 0 | 3.000002 | 0 | 0 (0) | No |
These are the training products that have the "$50-$100" tag (processing sequence 2661). 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 |
|---|---|---|---|---|---|---|---|
| 20765 | Kounotsukasa Sasayurinosato Junmai Ginjo 720ml | 0 | BOTTLE SIZE_720ML | 4581277 | Food, Beverages & Tobacco > Beverages > Alcoholic Beverages > Sake | none | |
| 20740 | Kinmon Shizuku Gold Special Aged Plum Wine 720ml | -2858935 | BOTTLE SIZE_720ML | 1722342 | PLUMWINE | ||
| 20730 | Taiheizan Tenko 40 Junmai Daiginjo 720ml | -4581277 | TYPE_JUNMAI, BOTTLE SIZE_720ML | 0 | none | ||
| 20776 | Kinmon X3 Rose 720ml | -4581277 | TYPE_JUNMAI, BOTTLE SIZE_720ML | 0 | none | ||
| 20802 | Kinmon Yamabuki Gold Koshu (Vintage 2005) 720ml | -4581277 | TYPE_JUNMAI, BOTTLE SIZE_720ML | 0 | none |