Fold 0 - Understanding why coefficient -2465195 was selected
Tag: PLAYSUIT
Selected Coefficient: -2465195
Taxonomy Path: -0.0.0.5
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? |
|---|---|---|---|---|---|
| -2465195 | 0.000002 | -0.0.0.5 | -5.0.0.0 (-(5*79^3)) | Yes | |
| 0 | 0.000002 | 0 | 0 (0) | No |
These are the training products that have the "PLAYSUIT" tag (processing sequence 3249). 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 |
|---|---|---|---|---|---|---|---|
| 10637 | Fluffy Hooded Dog Romper | 0 | ROMPERS & OVERALLS | 2465195 | none | ||
| 10666 | Pastel Puffy Dog Rompers | -2465195 | ROMPERS & OVERALLS | 0 | none |