Fold 3 - Understanding why coefficient -47458321 was selected
Tag: MANUKA
Selected Coefficient: -47458321
Taxonomy Path: -0.0.0.0.1
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? |
|---|---|---|---|---|---|
| -47458321 | 1.000145 | -0.0.0.0.1 | -1.0.0.0.0 (-(47458321)) | Yes | |
| 585565 | 1.000145 | 0.0.2.1 | 1.2.0.0 (571787 + 2*83^2) | No | |
| 240784424 | 2.000000 | 13.1.9.6.5 | 5.6.9.1.13 (5*83^4 + 6*83^3 + 9*83^2 + 83 + 13) | No |
These are the training products that have the "MANUKA" tag (processing sequence 6258). 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 |
|---|---|---|---|---|---|---|---|
| 3111 | Harker Herbal Vira Guard | 240784424 | none | 288242745 | none | ||
| 2990 | Barrier Gold Mossy Mist - Natural Insect Repellent | 585565 | INSECT BITES | 48043886 | SKINCARE | ||
| 3160 | Kiwiherb Ginger & Kawakawa Tonic | -47458321 | DIGESTION | 0 | none |