Fold 1 - Understanding why coefficient 3039447 was selected
Tag: ESSENTIEL ANTWERP
Selected Coefficient: 3039447
Taxonomy Path: 1.1.13.6
Taxonomy Name: Apparel & Accessories > Clothing > Clothing Tops > Polos
Products with this tag: 5
Unique residual values tried: 5
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? |
|---|---|---|---|---|---|
| 3039447 | 2.012818 | 1.1.13.6 | 6.13.1.1 (6*79^3 + 13*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Clothing Tops > Polos | Yes |
| 351599297 | 2.012818 | 1.1.10.2.9 | 9.2.10.1.1 (9*79^4 + 2*79^3 + 10*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Outerwear > Coats & Jackets > Puffer Jackets | No |
| 25439 | 2.025316 | 1.6.4 | 4.6.1 (4*79^2 + 6*79 + 1) | Apparel & Accessories > Jewelry > Brooches & Lapel Pins | No |
| 0 | 4.000000 | 0 | 0 (0) | No | |
| 568 | 4.000000 | 15.7 | 7.15 (7*79 + 15) | Luggage & Bags > Fanny Packs | No |
These are the training products that have the "ESSENTIEL ANTWERP" tag (processing sequence 3895). 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 |
|---|---|---|---|---|---|---|---|
| 880 | Devilish | 351599297 | Apparel & Accessories > Clothing > Outerwear > Coats & Jackets > Puffer Jackets | none | 348559850 | none | |
| 866 | Dagorda | 3039447 | Apparel & Accessories > Clothing > Clothing Tops > Polos | none | 0 | none | |
| 905 | Draland | 25439 | Apparel & Accessories > Jewelry > Brooches & Lapel Pins | none | -3014008 | none | |
| 879 | Devendra | 568 | Luggage & Bags > Fanny Packs | none | -3038879 | none | |
| 886 | Dicomano | 0 | COAT | -3039447 | none |