Fold 3 - Understanding why coefficient 543055 was selected
Tag: NO & LOW
Selected Coefficient: 543055
Taxonomy Path: 9.1.8.1
Taxonomy Name: Food, Beverages & Tobacco > Beverages > Low Alcohol & Alcohol-Free Beverages > Low Alcohol & Alcohol-Free Beer
Products with this tag: 5
Unique residual values tried: 4
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? |
|---|---|---|---|---|---|
| 543055 | 3.000000 | 9.1.8.1 | 1.8.1.9 (493039 + 8*79^2 + 79 + 9) | Food, Beverages & Tobacco > Beverages > Low Alcohol & Alcohol-Free Beverages > Low Alcohol & Alcohol-Free Beer | Yes |
| 0 | 3.000160 | 0 | 0 (0) | No | |
| 43687 | 3.000160 | 0.0.7 | 7.0.0 (7*79^2) | No | |
| -499368 | 4.000000 | -9.1.1.1 | -1.1.1.9 (-(493039 + 6241 + 79 + 9)) | No |
These are the training products that have the "NO & LOW" tag (processing sequence 2210). 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 |
|---|---|---|---|---|---|---|---|
| 23882 | Allendale - Adder Low | 543055 | Food, Beverages & Tobacco > Beverages > Low Alcohol & Alcohol-Free Beverages > Low Alcohol & Alcohol-Free Beer | none | 0 | none | |
| 23989 | Deya - Lemon Radler | 543055 | Food, Beverages & Tobacco > Beverages > Low Alcohol & Alcohol-Free Beverages > Low Alcohol & Alcohol-Free Beer | none | 0 | none | |
| 23738 | Sam Smiths - Sams Brown Ale AF | 43687 | BITBROON | -499368 | none | ||
| 23408 | Hambleton - Green Star | 0 | PALE ALE | -543055 | none | ||
| 24066 | Track - Sonoma AF | -499368 | TRACK, PALE ALE | -1042423 | none |