Fold 1 - Understanding why coefficient -2369900 was selected
Tag: 28
Selected Coefficient: -2369900
Taxonomy Path: -1.1.12.4
Taxonomy Name:
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? |
|---|---|---|---|---|---|
| -2369900 | 2.000000 | -1.1.12.4 | -4.12.1.1 (-(4*83^3 + 12*83^2 + 83 + 1)) | Yes | |
| 0 | 2.000000 | 0 | 0 (0) | No | |
| 2369900 | 2.000000 | 1.1.12.4 | 4.12.1.1 (4*83^3 + 12*83^2 + 83 + 1) | No |
These are the training products that have the "28" tag (processing sequence 3471). 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 | 2369900 | none | 4739800 | SHOP ALL, BLACKFRI2022 | ||
| 24434 | Patrizia Pepe Black Polyester Women's Dress | 0 | DRESSES | 2369900 | none | ||
| 27094 | The Dylan Painted Super Skinny Jeans - Grey Blue Denim | -2369900 | 32, JEANS | 0 | 30, 38 |