Fold 1 - Understanding why coefficient 499368 was selected
Tag: DIPA
Selected Coefficient: 499368
Taxonomy Path: 9.1.1.1
Taxonomy Name: Food, Beverages & Tobacco > Beverages > Alcoholic Beverages > Beer
Products with this tag: 4
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? |
|---|---|---|---|---|---|
| 499368 | 1.000000 | 9.1.1.1 | 1.1.1.9 (493039 + 6241 + 79 + 9) | Food, Beverages & Tobacco > Beverages > Alcoholic Beverages > Beer | Yes |
| 0 | 3.000000 | 0 | 0 (0) | No |
These are the training products that have the "DIPA" tag (processing sequence 678). 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 |
|---|---|---|---|---|---|---|---|
| 23691 | Verdant - My Second Rodeo | 499368 | Food, Beverages & Tobacco > Beverages > Alcoholic Beverages > Beer | none | 0 | none | |
| 23692 | Verdant - Whale Sharks | 499368 | Food, Beverages & Tobacco > Beverages > Alcoholic Beverages > Beer | none | 0 | none | |
| 23990 | Deya - Sound Machine Groove | 499368 | Food, Beverages & Tobacco > Beverages > Alcoholic Beverages > Beer | none | 0 | none | |
| 23455 | Pollys - Fallow Plans | 0 | POLLY'S | -499368 | none |