Fold 1 - Understanding why coefficient -347829 was selected
Tag: NEON
Selected Coefficient: -347829
Taxonomy Path: -0.0.69
Taxonomy Name:
Products with this tag: 2
Unique residual values tried: 2
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? |
|---|---|---|---|---|---|
| -347829 | 1.000000 | -0.0.69 | -69.0.0 (-(69*71^2)) | Yes | |
| 5076359 | 1.000000 | 1.1.13.14 | 14.13.1.1 (14*71^3 + 13*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Clothing Tops > Sweatshirts | No |
These are the training products that have the "NEON" tag (processing sequence 1033). 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 |
|---|---|---|---|---|---|---|---|
| 988 | JH Letter | 5076359 | Apparel & Accessories > Clothing > Clothing Tops > Sweatshirts | none | 5424188 | none | |
| 863 | Dacie | -347829 | ESSENTIEL ANTWERP | 0 | none |