Fold 1 - Understanding why coefficient 4462420 was selected
Tag: GERMANY
Selected Coefficient: 4462420
Taxonomy Path: 26.1.4.9
Taxonomy Name: Vehicles & Parts > Vehicle Parts & Accessories > Motor Vehicle Parts > Motor Vehicle Frame & Body Parts
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? |
|---|---|---|---|---|---|
| 4462420 | 3.000000 | 26.1.4.9 | 9.4.1.26 (9*79^3 + 4*79^2 + 79 + 26) | Vehicles & Parts > Vehicle Parts & Accessories > Motor Vehicle Parts > Motor Vehicle Frame & Body Parts | Yes |
| -3457602 | 4.000000 | -9.1.1.7 | -7.1.1.9 (-(7*79^3 + 6241 + 79 + 9)) | No | |
| 0 | 4.000000 | 0 | 0 (0) | No | |
| 3008250 | 4.000000 | 9.1.8.6 | 6.8.1.9 (6*79^3 + 8*79^2 + 79 + 9) | Food, Beverages & Tobacco > Beverages > Low Alcohol & Alcohol-Free Beverages > Low Alcohol & Alcohol-Free Wine | No |
These are the training products that have the "GERMANY" tag (processing sequence 3670). 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 |
|---|---|---|---|---|---|---|---|
| 17536 | Ingolstadt Temporary German License Plate for Audi | 4462420 | Vehicles & Parts > Vehicle Parts & Accessories > Motor Vehicle Parts > Motor Vehicle Frame & Body Parts | none | 0 | none | |
| 17677 | Leipzig German License Plate | 4462420 | Vehicles & Parts > Vehicle Parts & Accessories > Motor Vehicle Parts > Motor Vehicle Frame & Body Parts | none | 0 | none | |
| 14930 | Noughty De-Alcoholized Red (ALCOHOL FREE) | 3008250 | Food, Beverages & Tobacco > Beverages > Low Alcohol & Alcohol-Free Beverages > Low Alcohol & Alcohol-Free Wine | none | -1454170 | none | |
| 14891 | Mosel Riesling Dry 2023 | 0 | WHITE-WINE | -4462420 | none | ||
| 14942 | Pius Auslese 2023 375ml | -3457602 | WHITE-WINE, DESSERT FORTIFIED | -7920022 | none |