Fold 0 - Understanding why coefficient -5997681 was selected
Tag: MILLENNIUM
Selected Coefficient: -5997681
Taxonomy Path: -1.1.13.12
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? |
|---|---|---|---|---|---|
| -5997681 | 1.000000 | -1.1.13.12 | -12.13.1.1 (-(12*79^3 + 13*79^2 + 79 + 1)) | Yes | |
| 20570735 | 1.000000 | 4.5.57.41 | 41.57.5.4 (41*79^3 + 57*79^2 + 5*79 + 4) | No |
These are the training products that have the "MILLENNIUM" tag (processing sequence 2073). 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 |
|---|---|---|---|---|---|---|---|
| 5485 | Airbrush For The '99 and the 2000 Shirt Design | 20570735 | DESIGN, BRICKS, 2000S, 90S | 26568416 | none | ||
| 5470 | Airbrush Millenium Tour With Stars Shirt Design | -5997681 | DESIGN, PINK, 2021, 90S | 0 | none |