Fold 1 - Understanding why coefficient -1223316 was selected
Tag: FIRST AID
Selected Coefficient: -1223316
Taxonomy Path: -1.1.38.2
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? |
|---|---|---|---|---|---|
| -1223316 | 1.000000 | -1.1.38.2 | -2.38.1.1 (-(2*79^3 + 38*79^2 + 79 + 1)) | Yes | |
| 0 | 1.000000 | 0 | 0 (0) | No |
These are the training products that have the "FIRST AID" tag (processing sequence 1385). 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, AROMATHERAPY, DIGESTION | 1223316 | none | ||
| 2969 | Barrier Gold Kānuka Essential Oil (Organic) | -1223316 | ORGANIC, ACNE, ALLERGY, ANTISEPTIC, AROMATHERAPY, ARTHRITIS, BEACH, ECZEMA | 0 | JOINT FUNCTION, TOPICAL REMEDIES |