Fold 1 - Understanding why coefficient -6468939 was selected
Tag: BLACKFRI2022
Selected Coefficient: -6468939
Taxonomy Path: -2.2.26.11
Taxonomy Name:
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? |
|---|---|---|---|---|---|
| -6468939 | 3.000000 | -2.2.26.11 | -11.26.2.2 (-(11*83^3 + 26*83^2 + 2*83 + 2)) | Yes | |
| -4305703 | 3.000000 | -78.0.44.7 | -7.44.0.78 (-(7*83^3 + 44*83^2 + 78)) | No | |
| -571787 | 3.000000 | -0.0.0.1 | -1.0.0.0 (-(571787)) | No | |
| 75863 | 3.000000 | 1.1.11 | 11.1.1 (11*83^2 + 83 + 1) | No |
These are the training products that have the "BLACKFRI2022" tag (processing sequence 6682). 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 |
|---|---|---|---|---|---|---|---|
| 18128 | Le Garcon Mid Rise Boyfriend in Galeston | 75863 | 28, SHOP ALL | 6544802 | none | ||
| 18112 | Light Blue Plaid Long Sleeve | -571787 | SHOP ALL | 5897152 | none | ||
| 18107 | Lizzy Sage Crystal Gradiant | -4305703 | SUNGLASSES, SHOP ALL, ACCESSORIZE | 2163236 | none | ||
| 18110 | Pajama Party Robe Gold Combo | -6468939 | ROBE, SHOP ALL, KIMONOS | 0 | none |