Fold 0 - Understanding why coefficient 4581277 was selected
Tag: 720ML
Selected Coefficient: 4581277
Taxonomy Path: 9.1.1.8
Taxonomy Name: Food, Beverages & Tobacco > Beverages > Alcoholic Beverages > Sake
Products with this tag: 6
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? |
|---|---|---|---|---|---|
| 4581277 | 0.000003 | 9.1.1.8 | 8.1.1.9 (8*83^3 + 6889 + 83 + 9) | Food, Beverages & Tobacco > Beverages > Alcoholic Beverages > Sake | Yes |
| 1722342 | 0.000007 | 9.1.1.3 | 3.1.1.9 (3*83^3 + 6889 + 83 + 9) | No |
These are the training products that have the "720ML" tag (processing sequence 3391). 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 |
|---|---|---|---|---|---|---|---|
| 20731 | Yamada shoten Tamakashiwa Junmaigenshu Natsuneko Label 720ml | 4581277 | Food, Beverages & Tobacco > Beverages > Alcoholic Beverages > Sake | none | 0 | none | |
| 20732 | Imada White Koji Junmai "Seafood Blue" 720ml | 4581277 | Food, Beverages & Tobacco > Beverages > Alcoholic Beverages > Sake | none | 0 | none | |
| 20735 | Gozenshu Festival Sake (Matsuri sake) 720ml | 4581277 | Food, Beverages & Tobacco > Beverages > Alcoholic Beverages > Sake | none | 0 | none | |
| 20784 | Sekaiitto Daiginjo Gokusen Minakata (In Box) 720ml | 4581277 | Food, Beverages & Tobacco > Beverages > Alcoholic Beverages > Sake | none | 0 | none | |
| 20787 | Sekaiitto Wakanomegumi Premium Yuzushu (CITRON) 720ml | 1722342 | none | -2858935 | LIQUEUR | ||
| 20825 | Sekaiitto Wakanomegumi Momoyamano Momosake 720ml | 1722342 | none | -2858935 | LIQUEUR |