Fold 4 - Understanding why coefficient -1479117 was selected
Tag: GLORIA
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 | 2.000000 | -0.0.0.3 | -3.0.0.0 (-(3*79^3)) | Yes | |
| 149876 | 2.000000 | 13.1.24 | 24.1.13 (24*79^2 + 79 + 13) | Health & Beauty > Health Care > Supports & Braces | No |
| 4056730 | 2.000000 | 1.1.18.8 | 8.18.1.1 (8*79^3 + 18*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Socks > Knee Socks | No |
These are the training products that have the "GLORIA" tag (processing sequence 2440). 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 |
|---|---|---|---|---|---|---|---|
| 2235 | Gloria Med Soft Below Knee Closed Toe - Class 1 (18-21mmHg) | 4056730 | Apparel & Accessories > Clothing > Socks > Knee Socks | none | 5535847 | CLOSED TOE, GARDAMED | |
| 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 | ARMSLEEVE CLASS 2, GARDAMED |
| 2233 | Gloria Med Sleeve With Silicone Border & Mitten - Class 1 (18-21mmHg) | -1479117 | ARMSLEEVE CLASS 1 | 0 | GARDAMED |