Fold 0 - Understanding why coefficient 1915987 was selected
Tag: ALLERGY
Selected Coefficient: 1915987
Taxonomy Path: 0.0.70.3
Taxonomy Name:
Products with this tag: 3
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? |
|---|---|---|---|---|---|
| 1915987 | 1.000000 | 0.0.70.3 | 3.70.0.0 (3*79^3 + 70*79^2) | Yes | |
| 162517 | 2.000000 | 14.3.26 | 26.3.14 (26*79^2 + 3*79 + 14) | Home & Garden > Decor > Door Mats | No |
These are the training products that have the "ALLERGY" tag (processing sequence 435). 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) | 1915987 | ORGANIC, ACNE | 0 | none | ||
| 3088 | Natural Solutions 100% Pure East Cape Mānuka Oil | 1915987 | ORGANIC, ACNE | 0 | none | ||
| 1946 | Five Different Allergy Awareness Design Doormats | 162517 | Home & Garden > Decor > Door Mats | none | -1753470 | none |