Fold 1 - Understanding why coefficient -1174625 was selected
Tag: FIRST AID
Selected Coefficient: -1174625
Taxonomy Path: -1.1.20.3
Taxonomy Name:
Products with this tag: 3
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? |
|---|---|---|---|---|---|
| -1174625 | 1.000000 | -1.1.20.3 | -3.20.1.1 (-(3*71^3 + 20*71^2 + 71 + 1)) | Yes | |
| 0 | 2.000000 | 0 | 0 (0) | No |
These are the training products that have the "FIRST AID" tag (processing sequence 747). 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, BALANCE | 1174625 | Apparel & Accessories > Clothing > Swimwear > Swim Boxers | none | |
| 2969 | Barrier Gold Kānuka Essential Oil (Organic) | -1174625 | ORGANIC, BEACH | 0 | none | ||
| 3088 | Natural Solutions 100% Pure East Cape Mānuka Oil | -1174625 | ORGANIC, BEACH | 0 | none |