Fold 3 - Understanding why coefficient -5771946 was selected
Tag: MILLENNIUM
Selected Coefficient: -5771946
Taxonomy Path: -1.0.9.16
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? |
|---|---|---|---|---|---|
| -5771946 | 1.000000 | -1.0.9.16 | -16.9.0.1 (-(16*71^3 + 9*71^2 + 1)) | Yes | |
| 0 | 1.000000 | 0 | 0 (0) | No |
These are the training products that have the "MILLENNIUM" tag (processing sequence 1687). 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 |
|---|---|---|---|---|---|---|---|
| 5470 | Airbrush Millenium Tour With Stars Shirt Design | 0 | DESIGN, 2021, 90S | 5771946 | none | ||
| 5485 | Airbrush For The '99 and the 2000 Shirt Design | -5771946 | DESIGN, BLUE, BRICKS, 2000S, 90S | 0 | none |