Fold 4 - Understanding why coefficient -45422248 was selected
Tag: HORMONE BALANCE
Selected Coefficient: -45422248
Taxonomy Path: -13.3.10.13.1
Taxonomy Name:
Products with this tag: 3
Unique residual values tried: 3
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? |
|---|---|---|---|---|---|
| -45422248 | 2.000000 | -13.3.10.13.1 | -1.13.10.3.13 (-(38950081 + 13*79^3 + 10*79^2 + 3*79 + 13)) | Yes | |
| 4019123 | 2.000000 | 77.77.11.8 | 8.11.77.77 (8*79^3 + 11*79^2 + 77*79 + 77) | No | |
| 313036236 | 2.000000 | 0.2.72.2.8 | 8.2.72.2.0 (8*79^4 + 2*79^3 + 72*79^2 + 2*79) | No |
These are the training products that have the "HORMONE BALANCE" tag (processing sequence 1695). 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 |
|---|---|---|---|---|---|---|---|
| 3110 | Green Trading Organic Shatavari Powder | 313036236 | ORGANIC, ANTIOXIDANT, FERTILITY | 358458484 | REPRODUCTIVE HEALTH | ||
| 2868 | Absolute Essential Sage Essential Oil (Organic) - ON SALE! | 4019123 | ORGANIC, OIL | 49441371 | REPRODUCTIVE HEALTH | ||
| 3063 | Dr Mercola Black Seed Oil (Organic) | -45422248 | KETOGENIC, HAIR CARE | 0 | none |