Fold 0 - Understanding why coefficient 1164416 was selected
Tag: NOVELTIES
Selected Coefficient: 1164416
Taxonomy Path: 9.2.3.2
Taxonomy Name:
Products with this tag: 6
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? |
|---|---|---|---|---|---|
| 1164416 | 3.000002 | 9.2.3.2 | 2.3.2.9 (2*83^3 + 3*83^2 + 2*83 + 9) | Yes | |
| 592629 | 3.000003 | 9.2.3.1 | 1.3.2.9 (571787 + 3*83^2 + 2*83 + 9) | No | |
| 0 | 4.000000 | 0 | 0 (0) | No | |
| 256 | 5.000000 | 7.3 | 3.7 (3*83 + 7) | No |
These are the training products that have the "NOVELTIES" tag (processing sequence 3432). 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 |
|---|---|---|---|---|---|---|---|
| 2502 | Football | 1164416 | none | 0 | none | ||
| 2720 | Rochers | 1164416 | none | 0 | none | ||
| 2503 | Fudge Bear | 592629 | none | -571787 | none | ||
| 25101 | Holiday 3D Glasses - 25/Pack | 256 | none | -1164160 | HOLIDAYS | ||
| 3493 | Soccer Ball Halves Milk Chocolate - 8g | 0 | MILK CHOCOLATE | -1164416 | none | ||
| 3500 | Tennis Racquet Milk Chocolate - 20g | 0 | MILK CHOCOLATE | -1164416 | none |