Fold 4 - Understanding why coefficient -3307730 was selected
Tag: PARTY FAVOR
Selected Coefficient: -3307730
Taxonomy Path: -0.0.56.6
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? |
|---|---|---|---|---|---|
| -3307730 | 1.000000 | -0.0.56.6 | -6.56.0.0 (-(6*79^3 + 56*79^2)) | Yes | |
| 2484086 | 1.000000 | 10.2.3.5 | 5.3.2.10 (5*79^3 + 3*79^2 + 2*79 + 10) | No |
These are the training products that have the "PARTY FAVOR" tag (processing sequence 3262). 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 |
|---|---|---|---|---|---|---|---|
| 13067 | Pawsome Party Adoption Box Party Favor | 3 ct | 2484086 | BOX | 5791816 | none | ||
| 6334 | BAB - Royal Blue w/Pearls Artificial Flower Animal | -3307730 | HERS | 0 | none |