Fold 3 - Understanding why coefficient -30115160 was selected
Tag: JOINT FUNCTION
Selected Coefficient: -30115160
Taxonomy Path: -13.3.10.13.1
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? |
|---|---|---|---|---|---|
| -30115160 | 1.000000 | -13.3.10.13.1 | -1.13.10.3.13 (-(25411681 + 13*71^3 + 10*71^2 + 3*71 + 13)) | Yes | |
| 0 | 1.000000 | 0 | 0 (0) | No |
These are the training products that have the "JOINT FUNCTION" tag (processing sequence 927). 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 |
|---|---|---|---|---|---|---|---|
| 2969 | Barrier Gold Kānuka Essential Oil (Organic) | 0 | ORGANIC, BEACH, ECZEMA | 30115160 | Health & Beauty > Personal Care > Hair Care > Shampoo & Conditioner > Conditioners | none | |
| 3063 | Dr Mercola Black Seed Oil (Organic) | -30115160 | KETOGENIC, ALLERGIES, HAIR CARE | 0 | none |