Fold 1 - Understanding why coefficient -741253 was selected
Tag: GENTLE
Selected Coefficient: -741253
Taxonomy Path: -13.3.5.2
Taxonomy Name:
Products with this tag: 1
Unique residual values tried: 1
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? |
|---|---|---|---|---|---|
| -741253 | 0.000000 | -13.3.5.2 | -2.5.3.13 (-(2*71^3 + 5*71^2 + 3*71 + 13)) | Yes |
These are the training products that have the "GENTLE" tag (processing sequence 788). 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 |
|---|---|---|---|---|---|---|---|
| 3082 | Absolute Essential Calm Birth (Organic) | -741253 | ORGANIC, BIRTH CARE | 0 | none |