Fold 4 - Understanding why coefficient -3950641 was selected
Tag: MASUMI
Selected Coefficient: -3950641
Taxonomy Path: -9.1.1.8
Taxonomy Name:
Products with this tag: 7
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? |
|---|---|---|---|---|---|
| -3950641 | 4.000000 | -9.1.1.8 | -8.1.1.9 (-(8*79^3 + 6241 + 79 + 9)) | Yes | |
| 0 | 4.000000 | 0 | 0 (0) | No | |
| 3950641 | 6.000000 | 9.1.1.8 | 8.1.1.9 (8*79^3 + 6241 + 79 + 9) | Food, Beverages & Tobacco > Beverages > Alcoholic Beverages > Sake | No |
These are the training products that have the "MASUMI" tag (processing sequence 335). 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 |
|---|---|---|---|---|---|---|---|
| 20810 | Masumi Sparkling Origarami 375ml | 3950641 | Food, Beverages & Tobacco > Beverages > Alcoholic Beverages > Sake | none | 7901282 | none | |
| 20811 | Masumi KURO black 漆黒 Junmai Ginjo 720ml | 0 | JUNMAI GINJO | 3950641 | Food, Beverages & Tobacco > Beverages > Alcoholic Beverages > Sake | none | |
| 20812 | Masumi SHIRO (White) 白妙 Junmai Ginjo 1800ml | 0 | JUNMAI GINJO | 3950641 | Food, Beverages & Tobacco > Beverages > Alcoholic Beverages > Sake | none | |
| 20807 | Masumi SHIRO (White) 白妙 Junmai Ginjo 720ml | 0 | JUNMAI GINJO | 3950641 | Food, Beverages & Tobacco > Beverages > Alcoholic Beverages > Sake | none | |
| 20809 | Masumi AKA red 真朱 Junmai Ginjo 300ml | -3950641 | BOTTLE SIZE_300ML, JUNMAI GINJO | 0 | none | ||
| 20808 | Masumi KURO black 漆黒 Junmai Ginjo 300ml | -3950641 | BOTTLE SIZE_300ML, JUNMAI GINJO | 0 | none | ||
| 20806 | Masumi SHIRO (White) 白妙 Junmai Ginjo 300ml | -3950641 | BOTTLE SIZE_300ML, JUNMAI GINJO | 0 | none |