Fold 0 - Understanding why coefficient 585827 was selected
Tag: BALM
Selected Coefficient: 585827
Taxonomy Path: 13.3.2.1
Taxonomy Name:
Products with this tag: 7
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? |
|---|---|---|---|---|---|
| 585827 | 0.000002 | 13.3.2.1 | 1.2.3.13 (571787 + 2*83^2 + 3*83 + 13) | Yes | |
| 4371325655 | 0.000010 | 13.3.2.9.9.1 | 1.9.9.2.3.13 (3939040643 + 9*83^4 + 9*83^3 + 2*83^2 + 3*83 + 13) | No |
These are the training products that have the "BALM" tag (processing sequence 2441). 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 |
|---|---|---|---|---|---|---|---|
| 33066 | USDA Certified Organic - Cherry 4pack | 4371325655 | none | 4370739828 | none | ||
| 33064 | USDA Certified Organic - Raspberry 4pack | 585827 | none | 0 | none | ||
| 33065 | USDA Certified Organic - Eucalyptus Mint 4pack | 585827 | none | 0 | none | ||
| 33062 | USDA Certified Organic - Vanilla 4pack | 585827 | none | 0 | none | ||
| 33068 | USDA Certified Organic - Coconut 4pack | 585827 | none | 0 | none | ||
| 33069 | USDA Certified Organic - Unflavored 4pack | 585827 | none | 0 | none | ||
| 33070 | USDA Certified Organic - Peppermint 4pack | 585827 | none | 0 | none |