Fold 2 - Understanding why coefficient 1073733 was selected
Tag: WITHOUT HAND
Selected Coefficient: 1073733
Taxonomy Path: 0.0.0.3
Taxonomy Name:
Products with this tag: 7
Unique residual values tried: 4
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? |
|---|---|---|---|---|---|
| 1073733 | 2.000006 | 0.0.0.3 | 3.0.0.0 (3*71^3) | Yes | |
| 0 | 2.000008 | 0 | 0 (0) | No | |
| 121068 | 5.000003 | 13.1.24 | 24.1.13 (24*71^2 + 71 + 13) | Health & Beauty > Health Care > Supports & Braces | No |
| 1194801 | 5.000003 | 13.1.24.3 | 3.24.1.13 (3*71^3 + 24*71^2 + 71 + 13) | Health & Beauty > Health Care > Supports & Braces > Elbow Supports | No |
These are the training products that have the "WITHOUT HAND" tag (processing sequence 2404). 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 |
|---|---|---|---|---|---|---|---|
| 2316 | Mediven Harmony CG Armsleeve With Grip Top Extra Wide - Class 2 (23-32mmHg) | 1194801 | Health & Beauty > Health Care > Supports & Braces > Elbow Supports | none | 121068 | Health & Beauty > Health Care > Supports & Braces | none |
| 2258 | Juzo Soft Armsleeve - Class 2 (23-32mmHg) | 1073733 | ARMSLEEVE CLASS 2 | 0 | none | ||
| 2257 | Juzo Soft Armsleeve - Class 1 (18-21mmHg) | 1073733 | ARMSLEEVE CLASS 1 | 0 | none | ||
| 2261 | Juzo Soft Armsleeve Max (with silicone border) - Class 1 (18-21mmHg) | 1073733 | ARMSLEEVE CLASS 1 | 0 | none | ||
| 2306 | Mediven Harmony CG Armsleeve Extra Wide - Class 1 (15-21mmHg) | 121068 | Health & Beauty > Health Care > Supports & Braces | none | -952665 | none | |
| 2260 | Juzo Soft Armsleeve Max - Class 2 (23-32mmHg) | 0 | ARMSLEEVE CLASS 2 | -1073733 | none | ||
| 2227 | Juzo ACS - Arm Wrap | 0 | JUZO ACS | -1073733 | none |