Fold 4 - Understanding why coefficient 574252 was selected
Tag: GARDEN
Selected Coefficient: 574252
Taxonomy Path: 1.1.13.1
Taxonomy Name: Apparel & Accessories > Clothing > Clothing Tops > Blouses
Products with this tag: 4
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? |
|---|---|---|---|---|---|
| 574252 | 2.000160 | 1.1.13.1 | 1.13.1.1 (493039 + 13*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Clothing Tops > Blouses | Yes |
| 5498401 | 2.000160 | 1.1.12.11 | 11.12.1.1 (11*79^3 + 12*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Pants > Trousers | No |
| 0 | 3.000000 | 0 | 0 (0) | No | |
| 117911380 | 3.000000 | 9.2.12.2.3 | 3.2.12.2.9 (3*79^4 + 2*79^3 + 12*79^2 + 2*79 + 9) | Food, Beverages & Tobacco > Food Items > Meat, Seafood & Eggs > Meat > Lunch & Deli Meats | No |
These are the training products that have the "GARDEN" tag (processing sequence 4361). 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 |
|---|---|---|---|---|---|---|---|
| 18587 | Espresso Roasted Honey Bacon | 117911380 | Food, Beverages & Tobacco > Food Items > Meat, Seafood & Eggs > Meat > Lunch & Deli Meats | none | 117337128 | none | |
| 919 | Fatou | 5498401 | Apparel & Accessories > Clothing > Pants > Trousers | none | 4924149 | none | |
| 1008 | Marika | 574252 | Apparel & Accessories > Clothing > Clothing Tops > Blouses | none | 0 | none | |
| 1046 | Rania | 0 | CUTE DRESSES | -574252 | none |