Fold 2 - Understanding why coefficient -7878081286 was selected
Tag: HAWRYCH RETAIL
Selected Coefficient: -7878081286
Taxonomy Path: -0.0.0.0.0.2
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? |
|---|---|---|---|---|---|
| -7878081286 | 1.000000 | -0.0.0.0.0.2 | -2.0.0.0.0.0 (-(2*83^5)) | Yes | |
| 3499874 | 1.000000 | 13.3.10.6 | 6.10.3.13 (6*83^3 + 10*83^2 + 3*83 + 13) | No |
These are the training products that have the "HAWRYCH RETAIL" tag (processing sequence 4983). 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 |
|---|---|---|---|---|---|---|---|
| 16517 | HAWRYCH MD HAIR Advanced Hair Enhancer Serum | 3499874 | none | 7881581160 | none | ||
| 16519 | HAWRYCH MD Lash Enhancer - 3 month supply Retail | -7878081286 | LASHES | 0 | none |