Fold 3 - Understanding why coefficient 499368 was selected
Tag: FIRST & LAST
Selected Coefficient: 499368
Taxonomy Path: 9.1.1.1
Taxonomy Name: Food, Beverages & Tobacco > Beverages > Alcoholic Beverages > Beer
Products with this tag: 5
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 | 2.000000 | 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 "FIRST & LAST" tag (processing sequence 512). 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 |
|---|---|---|---|---|---|---|---|
| 24037 | First & Last - Eclipse | 499368 | Food, Beverages & Tobacco > Beverages > Alcoholic Beverages > Beer | none | 0 | none | |
| 24038 | First & Last - Fallen Giant | 499368 | Food, Beverages & Tobacco > Beverages > Alcoholic Beverages > Beer | none | 0 | PALE ALE | |
| 24040 | First & Last - Kin | 499368 | Food, Beverages & Tobacco > Beverages > Alcoholic Beverages > Beer | none | 0 | none | |
| 24048 | First & Last - Rhubarbria | 0 | SGF | -499368 | none | ||
| 24049 | First & Last - Spectrum | 0 | IPA | -499368 | none |