Fold 0 - Understanding why coefficient 151725 was selected
Tag: DAD
Selected Coefficient: 151725
Taxonomy Path: 1.2.22
Taxonomy Name:
Products with this tag: 2
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? |
|---|---|---|---|---|---|
| 151725 | 1.000000 | 1.2.22 | 22.2.1 (22*83^2 + 2*83 + 1) | Yes | |
| 1067707 | 1.000000 | 78.81.71.1 | 1.71.81.78 (571787 + 71*83^2 + 81*83 + 78) | No |
These are the training products that have the "DAD" tag (processing sequence 4986). 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 |
|---|---|---|---|---|---|---|---|
| 28754 | Small Sugar Treat Box | 1067707 | CORPORATE | 915982 | none | ||
| 10957 | I am an American | Right to Bear Arms | 151725 | none | 0 | none |