Fold 4 - Understanding why coefficient -2263553 was selected
Tag: NEON
Selected Coefficient: -2263553
Taxonomy Path: -2.2.23.6
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? |
|---|---|---|---|---|---|
| -2263553 | 1.000000 | -2.2.23.6 | -6.23.2.2 (-(6*71^3 + 23*71^2 + 2*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 1031). 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 | 7339912 | RETRO | |
| 5220 | Airbrush Pink Lightning Joggers Design | -2263553 | JOGGERS, WHITE, GREEN, BOTTOMS | 0 | none |