Fold 2 - Understanding why coefficient -4056730 was selected
Tag: GARDAMED
Selected Coefficient: -4056730
Taxonomy Path: -1.1.18.8
Taxonomy Name:
Products with this tag: 9
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? |
|---|---|---|---|---|---|
| -4056730 | 4.000160 | -1.1.18.8 | -8.18.1.1 (-(8*79^3 + 18*79^2 + 79 + 1)) | Yes | |
| -2995760 | 4.000641 | -1.1.6.6 | -6.6.1.1 (-(6*79^3 + 6*79^2 + 79 + 1)) | No | |
| -149876 | 7.000000 | -13.1.24 | -24.1.13 (-(24*79^2 + 79 + 13)) | No | |
| 0 | 7.000000 | 0 | 0 (0) | No |
These are the training products that have the "GARDAMED" tag (processing sequence 3457). 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 |
|---|---|---|---|---|---|---|---|
| 2225 | Gloria Med Sleeve With Silicone Border - Class 1 (18-21mmHg) | 0 | GLORIA | 4056730 | Apparel & Accessories > Clothing > Socks > Knee Socks | none | |
| 2233 | Gloria Med Sleeve With Silicone Border & Mitten - Class 1 (18-21mmHg) | 0 | GLORIA | 4056730 | Apparel & Accessories > Clothing > Socks > Knee Socks | none | |
| 2235 | Gloria Med Soft Below Knee Closed Toe - Class 1 (18-21mmHg) | -149876 | GLORIA, CLOSED TOE | 3906854 | none | ||
| 2236 | Gloria Med Soft Below Knee Closed Toe - Class 2 (23-32mmHg) | -149876 | GLORIA, CLOSED TOE | 3906854 | none | ||
| 2269 | Lady Gloria Below Knee Closed Toe (compression class 12-15mmHg) | -2995760 | LADY GLORIA, CLOSED TOE | 1060970 | none | ||
| 2281 | Lady Gloria Thigh High Closed Toe With Grip (compression class 18-20mmHg) | -4056730 | LADY GLORIA, CLOSED TOE | 0 | none | ||
| 2282 | Lady Gloria Thigh High Closed Toe With Grip (compression class 24-30mmHg) | -4056730 | LADY GLORIA, CLOSED TOE | 0 | none | ||
| 2283 | Lady Gloria Tights Closed Toe (compression class 12-15mmHg) | -4056730 | LADY GLORIA, CLOSED TOE | 0 | none | ||
| 2284 | Lady Gloria Tights Closed Toe (compression class 18-20mmHg) | -4056730 | LADY GLORIA, CLOSED TOE | 0 | none |