Fold 2 - Understanding why coefficient -75461 was selected
Tag: FIRST AID
Selected Coefficient: -75461
Taxonomy Path: -59.68.14
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? |
|---|---|---|---|---|---|
| -75461 | 1.000000 | -59.68.14 | -14.68.59 (-(14*71^2 + 68*71 + 59)) | Yes | |
| 0 | 1.000000 | 0 | 0 (0) | No |
These are the training products that have the "FIRST AID" tag (processing sequence 756). 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 |
|---|---|---|---|---|---|---|---|
| 3080 | Absolute Essential Bergamot Essential Oil (Organic) | 0 | ORGANIC, DEODORANT, ANTISEPTIC | 75461 | none | ||
| 3088 | Natural Solutions 100% Pure East Cape Mānuka Oil | -75461 | ORGANIC, ANTISEPTIC, BEACH | 0 | none |