Fold 0 - Understanding why coefficient 1194801 was selected
Tag: ARMSLEEVE CLASS 1
Selected Coefficient: 1194801
Taxonomy Path: 13.1.24.3
Taxonomy Name: Health & Beauty > Health Care > Supports & Braces > Elbow Supports
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? |
|---|---|---|---|---|---|
| 1194801 | 0.000006 | 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 |
| 121068 | 0.000008 | 13.1.24 | 24.1.13 (24*71^2 + 71 + 13) | Health & Beauty > Health Care > Supports & Braces | No |
These are the training products that have the "ARMSLEEVE CLASS 1" tag (processing sequence 237). 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 |
|---|---|---|---|---|---|---|---|
| 2257 | Juzo Soft Armsleeve - Class 1 (18-21mmHg) | 1194801 | Health & Beauty > Health Care > Supports & Braces > Elbow Supports | none | 0 | none | |
| 2259 | Juzo Soft Armsleeve Max - Class 1 (18-21mmHg) | 1194801 | Health & Beauty > Health Care > Supports & Braces > Elbow Supports | none | 0 | none | |
| 2261 | Juzo Soft Armsleeve Max (with silicone border) - Class 1 (18-21mmHg) | 1194801 | Health & Beauty > Health Care > Supports & Braces > Elbow Supports | none | 0 | none | |
| 2225 | Gloria Med Sleeve With Silicone Border - Class 1 (18-21mmHg) | 121068 | Health & Beauty > Health Care > Supports & Braces | none | -1073733 | GLORIA | |
| 2233 | Gloria Med Sleeve With Silicone Border & Mitten - Class 1 (18-21mmHg) | 121068 | Health & Beauty > Health Care > Supports & Braces | none | -1073733 | GLORIA |