Fold 3 - Understanding why coefficient -55425 was selected
Tag: TRIANGLE
Selected Coefficient: -55425
Taxonomy Path: -64.3.8
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? |
|---|---|---|---|---|---|
| -55425 | 1.000000 | -64.3.8 | -8.3.64 (-(8*83^2 + 3*83 + 64)) | Yes | |
| -13778 | 1.000000 | -0.0.2 | -2.0.0 (-(2*83^2)) | No |
These are the training products that have the "TRIANGLE" tag (processing sequence 5133). 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 |
|---|---|---|---|---|---|---|---|
| 26623 | Rose Gold and Crystal Drop Earrings | -13778 | BLACK AND WHITE COLOR | 41647 | RHINESTONE | ||
| 22310 | Sri Yantra Triangle Sterling Silver Necklace on a 20" Rolo Chain, #1108 | -55425 | NECKLACE | 0 | none |