Fold 0 - Understanding why coefficient -1479117 was selected
Tag: ARMSLEEVE CLASS 2
Selected Coefficient: -1479117
Taxonomy Path: -0.0.0.3
Taxonomy Name:
Products with this tag: 3
Unique residual values tried: 3
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? |
|---|---|---|---|---|---|
| -1479117 | 1.000002 | -0.0.0.3 | -3.0.0.0 (-(3*79^3)) | Yes | |
| 0 | 1.000002 | 0 | 0 (0) | No | |
| 149876 | 2.000000 | 13.1.24 | 24.1.13 (24*79^2 + 79 + 13) | Health & Beauty > Health Care > Supports & Braces | No |
These are the training products that have the "ARMSLEEVE CLASS 2" tag (processing sequence 2484). 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 |
|---|---|---|---|---|---|---|---|
| 2234 | Gloria Med Sleeve With Silicone Border & Mitten - Class 2 (23-32mmHg) | 149876 | Health & Beauty > Health Care > Supports & Braces | none | 1628993 | Health & Beauty > Health Care > Supports & Braces > Elbow Supports | GLORIA, GARDAMED |
| 2262 | Juzo Soft Armsleeve Max (with silicone border) - Class 2 (23-32mmHg) | 0 | WITHOUT HAND | 1479117 | none | ||
| 2264 | Juzo Soft Armsleeve (with silicone border) - Class 2 (23-32mmHg) | -1479117 | WITHOUT HAND | 0 | none |