Fold 0 - Understanding why coefficient -4284850 was selected
Tag: NEON
Selected Coefficient: -4284850
Taxonomy Path: -0.0.69.11
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? |
|---|---|---|---|---|---|
| -4284850 | 2.000000 | -0.0.69.11 | -11.69.0.0 (-(11*71^3 + 69*71^2)) | Yes | |
| -2641700 | 2.000000 | -3.3.27.7 | -7.27.3.3 (-(7*71^3 + 27*71^2 + 3*71 + 3)) | No | |
| 5076359 | 2.000000 | 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 1050). 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 | 9361209 | none | |
| 5220 | Airbrush Pink Lightning Joggers Design | -2641700 | JOGGERS, GREEN, WHITE, BOTTOMS | 1643150 | none | ||
| 863 | Dacie | -4284850 | ESSENTIEL ANTWERP | 0 | none |