Fold 2 - Understanding why coefficient 203293448 was selected
Tag: MOISTURIZERS
Selected Coefficient: 203293448
Taxonomy Path: 0.0.0.0.8
Taxonomy Name:
Products with this tag: 4
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? |
|---|---|---|---|---|---|
| 203293448 | 0.000198 | 0.0.0.0.8 | 8.0.0.0.0 (8*71^4) | Yes | |
| 0 | 0.000198 | 0 | 0 (0) | No | |
| 55783706 | 0.000595 | 0.0.61.13.2 | 2.13.61.0.0 (2*71^4 + 13*71^3 + 61*71^2) | No |
These are the training products that have the "MOISTURIZERS" tag (processing sequence 1022). 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 |
|---|---|---|---|---|---|---|---|
| 2110 | Hyaluronic High Potency Serum | 203293448 | ANTI-AGEING | 0 | none | ||
| 2111 | Wholesale_Hyaluronic High Potency Serum - 32 oz | 203293448 | ANTI-AGEING | 0 | none | ||
| 2078 | Mango Butter with Argan Oil | 55783706 | ARGAN OIL | -147509742 | none | ||
| 2112 | Miracle Moisturizing Facial Serum Gift Set | 0 | ARGAN OIL | -203293448 | none |