Fold 0 - Understanding why coefficient 1552712 was selected
Tag: JUZO ACS
Selected Coefficient: 1552712
Taxonomy Path: 13.1.24.4
Taxonomy Name: Health & Beauty > Health Care > Supports & Braces > Knee Braces
Products with this tag: 1
Unique residual values tried: 1
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? |
|---|---|---|---|---|---|
| 1552712 | 0.000000 | 13.1.24.4 | 4.24.1.13 (4*71^3 + 24*71^2 + 71 + 13) | Health & Beauty > Health Care > Supports & Braces > Knee Braces | Yes |
These are the training products that have the "JUZO ACS" tag (processing sequence 1534). 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 |
|---|---|---|---|---|---|---|---|
| 2248 | Juzo ACS - Knee Wrap | 1552712 | Health & Beauty > Health Care > Supports & Braces > Knee Braces | none | 0 | none |