Fold 4 - Understanding why coefficient -776314 was selected
Tag: NON PRESCRIPTION
Selected Coefficient: -776314
Taxonomy Path: -0.0.12.2
Taxonomy Name:
Products with this tag: 5
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? |
|---|---|---|---|---|---|
| -776314 | 0.000397 | -0.0.12.2 | -2.12.0.0 (-(2*71^3 + 12*71^2)) | Yes | |
| -357911 | 0.000598 | -0.0.0.1 | -1.0.0.0 (-(357911)) | No | |
| 0 | 0.000598 | 0 | 0 (0) | No |
These are the training products that have the "NON PRESCRIPTION" tag (processing sequence 1043). 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 |
|---|---|---|---|---|---|---|---|
| 2269 | Lady Gloria Below Knee Closed Toe (compression class 12-15mmHg) | 0 | CLOSED TOE | 776314 | none | ||
| 2280 | Lady Gloria Thigh High Closed Toe With Grip (compression class 12-15mmHg) | -357911 | CLOSED TOE | 418403 | none | ||
| 2281 | Lady Gloria Thigh High Closed Toe With Grip (compression class 18-20mmHg) | -776314 | CLOSED TOE | 0 | none | ||
| 2282 | Lady Gloria Thigh High Closed Toe With Grip (compression class 24-30mmHg) | -776314 | CLOSED TOE | 0 | none | ||
| 2283 | Lady Gloria Tights Closed Toe (compression class 12-15mmHg) | -776314 | CLOSED TOE | 0 | none |