Fold 0 - Understanding why coefficient 4518564 was selected
Tag: TANKS
Selected Coefficient: 4518564
Taxonomy Path: 1.1.13.9
Taxonomy Name: Apparel & Accessories > Clothing > Clothing Tops > Tank Tops
Products with this tag: 3
Unique residual values tried: 3
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? |
|---|---|---|---|---|---|
| 4518564 | 1.000000 | 1.1.13.9 | 9.13.1.1 (9*79^3 + 13*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Clothing Tops > Tank Tops | Yes |
| 432969455 | 1.000000 | 1.1.13.9.11 | 11.9.13.1.1 (11*79^4 + 9*79^3 + 13*79^2 + 79 + 1) | No | |
| 493039 | 2.000000 | 0.0.0.1 | 1.0.0.0 (493039) | No |
These are the training products that have the "TANKS" tag (processing sequence 2865). 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 |
|---|---|---|---|---|---|---|---|
| 9465 | Fan Of A Fan Kelly Green Criss Cross Cami | 432969455 | 2023LAUNCH, LAYERS | 428450891 | none | ||
| 1077 | Virgo Tank | 4518564 | Apparel & Accessories > Clothing > Clothing Tops > Tank Tops | none | 0 | none | |
| 8623 | Ksubi Fleece Cut-Off Tank - Grey | 493039 | GREY | -4025525 | KSUBI |