Fold 2 - Understanding why coefficient -1060970 was selected
Tag: NON PRESCRIPTION
Selected Coefficient: -1060970
Taxonomy Path: -0.0.12.2
Taxonomy Name:
Products with this tag: 3
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? |
|---|---|---|---|---|---|
| -1060970 | 0.000160 | -0.0.12.2 | -2.12.0.0 (-(2*79^3 + 12*79^2)) | Yes | |
| -493039 | 0.000320 | -0.0.0.1 | -1.0.0.0 (-(493039)) | No |
These are the training products that have the "NON PRESCRIPTION" tag (processing sequence 2168). 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 |
|---|---|---|---|---|---|---|---|
| 2280 | Lady Gloria Thigh High Closed Toe With Grip (compression class 12-15mmHg) | -493039 | CLOSED TOE | 567931 | none | ||
| 2283 | Lady Gloria Tights Closed Toe (compression class 12-15mmHg) | -1060970 | CLOSED TOE | 0 | none | ||
| 2284 | Lady Gloria Tights Closed Toe (compression class 18-20mmHg) | -1060970 | CLOSED TOE | 0 | none |