Fold 4 - Understanding why coefficient 121068 was selected
Tag: ARMSLEEVE CLASS 2
Selected Coefficient: 121068
Taxonomy Path: 13.1.24
Taxonomy Name: Health & Beauty > Health Care > Supports & Braces
Products with this tag: 5
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? |
|---|---|---|---|---|---|
| 121068 | 0.000006 | 13.1.24 | 24.1.13 (24*71^2 + 71 + 13) | Health & Beauty > Health Care > Supports & Braces | Yes |
| 1194801 | 0.000008 | 13.1.24.3 | 3.24.1.13 (3*71^3 + 24*71^2 + 71 + 13) | Health & Beauty > Health Care > Supports & Braces > Elbow Supports | No |
These are the training products that have the "ARMSLEEVE CLASS 2" tag (processing sequence 236). 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 |
|---|---|---|---|---|---|---|---|
| 2258 | Juzo Soft Armsleeve - Class 2 (23-32mmHg) | 1194801 | Health & Beauty > Health Care > Supports & Braces > Elbow Supports | none | 1073733 | none | |
| 2262 | Juzo Soft Armsleeve Max (with silicone border) - Class 2 (23-32mmHg) | 1194801 | Health & Beauty > Health Care > Supports & Braces > Elbow Supports | none | 1073733 | none | |
| 2234 | Gloria Med Sleeve With Silicone Border & Mitten - Class 2 (23-32mmHg) | 121068 | Health & Beauty > Health Care > Supports & Braces | none | 0 | none | |
| 2260 | Juzo Soft Armsleeve Max - Class 2 (23-32mmHg) | 121068 | Health & Beauty > Health Care > Supports & Braces | none | 0 | none | |
| 2264 | Juzo Soft Armsleeve (with silicone border) - Class 2 (23-32mmHg) | 121068 | Health & Beauty > Health Care > Supports & Braces | none | 0 | none |