Fold 4 - Understanding why coefficient 1560330 was selected
Tag: MAGLIERIA
Selected Coefficient: 1560330
Taxonomy Path: 1.1.13.3
Taxonomy Name: Apparel & Accessories > Clothing > Clothing Tops > Cardigans
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? |
|---|---|---|---|---|---|
| 1560330 | 2.012660 | 1.1.13.3 | 3.13.1.1 (3*79^3 + 13*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Clothing Tops > Cardigans | Yes |
| 5997681 | 2.012660 | 1.1.13.12 | 12.13.1.1 (12*79^3 + 13*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Clothing Tops > Sweaters | No |
| 1092334 | 2.025316 | 1.2.17.2 | 2.17.2.1 (2*79^3 + 17*79^2 + 2*79 + 1) | Apparel & Accessories > Clothing Accessories > Hats > Beanies | No |
| -4437351 | 3.000002 | -0.0.0.9 | -9.0.0.0 (-(9*79^3)) | No | |
| 0 | 3.000002 | 0 | 0 (0) | No |
These are the training products that have the "MAGLIERIA" tag (processing sequence 3733). 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 |
|---|---|---|---|---|---|---|---|
| 6730 | Coprispalle Netherfield in seta | 5997681 | Apparel & Accessories > Clothing > Clothing Tops > Sweaters | none | 4437351 | none | |
| 6726 | Coprispalle Netherfield in lana | 1560330 | Apparel & Accessories > Clothing > Clothing Tops > Cardigans | none | 0 | none | |
| 6800 | Berretto Unisex | 1092334 | Apparel & Accessories > Clothing Accessories > Hats > Beanies | none | -467996 | UNICI | |
| 6808 | Maglioncino Pemberley | 0 | LANA MERINOS | -1560330 | none | ||
| 6829 | Cardigan Longbourn | -4437351 | LANA MERINOS | -5997681 | none |