Fold 3 - Understanding why coefficient -1947612 was selected
Tag: FIRST AID
Selected Coefficient: -1947612
Taxonomy Path: -25.5.75.3
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? |
|---|---|---|---|---|---|
| -1947612 | 1.000000 | -25.5.75.3 | -3.75.5.25 (-(3*79^3 + 75*79^2 + 5*79 + 25)) | Yes | |
| 930079 | 1.000000 | 12.2.70.1 | 1.70.2.12 (493039 + 70*79^2 + 2*79 + 12) | No |
These are the training products that have the "FIRST AID" tag (processing sequence 1390). 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 |
|---|---|---|---|---|---|---|---|
| 3088 | Natural Solutions 100% Pure East Cape Mānuka Oil | 930079 | ORGANIC, ACNE, ALLERGY, BEACH, CAMPING, ECONOMICAL | 2877691 | HOUSEHOLD INGREDIENTS | ||
| 3080 | Absolute Essential Bergamot Essential Oil (Organic) | -1947612 | DEODORANT, ORGANIC, AROMATHERAPY, CAMPING | 0 | none |