Fold 0 - Understanding why coefficient 149876 was selected
Tag: ARMSLEEVE CLASS 2
Selected Coefficient: 149876
Taxonomy Path: 13.1.24
Taxonomy Name: Health & Beauty > Health Care > Supports & Braces
Products with this tag: 4
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? |
|---|---|---|---|---|---|
| 149876 | 0.000004 | 13.1.24 | 24.1.13 (24*79^2 + 79 + 13) | Health & Beauty > Health Care > Supports & Braces | Yes |
| 1628993 | 0.000004 | 13.1.24.3 | 3.24.1.13 (3*79^3 + 24*79^2 + 79 + 13) | Health & Beauty > Health Care > Supports & Braces > Elbow Supports | No |
These are the training products that have the "ARMSLEEVE CLASS 2" tag (processing sequence 476). 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) | 1628993 | Health & Beauty > Health Care > Supports & Braces > Elbow Supports | none | 1479117 | none | |
| 2262 | Juzo Soft Armsleeve Max (with silicone border) - Class 2 (23-32mmHg) | 1628993 | Health & Beauty > Health Care > Supports & Braces > Elbow Supports | none | 1479117 | none | |
| 2234 | Gloria Med Sleeve With Silicone Border & Mitten - Class 2 (23-32mmHg) | 149876 | Health & Beauty > Health Care > Supports & Braces | none | 0 | none | |
| 2264 | Juzo Soft Armsleeve (with silicone border) - Class 2 (23-32mmHg) | 149876 | Health & Beauty > Health Care > Supports & Braces | none | 0 | none |