Fold 3 - Understanding why coefficient 1194801 was selected
Tag: JUZO ACS
Selected Coefficient: 1194801
Taxonomy Path: 13.1.24.3
Taxonomy Name: Health & Beauty > Health Care > Supports & Braces > Elbow Supports
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? |
|---|---|---|---|---|---|
| 1194801 | 0.000003 | 13.1.24.3 | 3.24.1.13 (3*71^3 + 24*71^2 + 71 + 13) | Health & Beauty > Health Care > Supports & Braces > Elbow Supports | Yes |
| 1552712 | 0.000003 | 13.1.24.4 | 4.24.1.13 (4*71^3 + 24*71^2 + 71 + 13) | Health & Beauty > Health Care > Supports & Braces > Knee Braces | No |
These are the training products that have the "JUZO ACS" tag (processing sequence 931). 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 | 357911 | none | |
| 2227 | Juzo ACS - Arm Wrap | 1194801 | Health & Beauty > Health Care > Supports & Braces > Elbow Supports | none | 0 | WITHOUT HAND |