Fold 2 - Understanding why coefficient -151635 was selected
Tag: CLIP ON
Selected Coefficient: -151635
Taxonomy Path: -77.0.22
Taxonomy Name:
Products with this tag: 2
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? |
|---|---|---|---|---|---|
| -151635 | 1.000000 | -77.0.22 | -22.0.77 (-(22*83^2 + 77)) | Yes | |
| 0 | 1.000000 | 0 | 0 (0) | No |
These are the training products that have the "CLIP ON" tag (processing sequence 4938). 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 |
|---|---|---|---|---|---|---|---|
| 32730 | Alton | 0 | NON-FOOD CASTOR SEED OIL | 151635 | none | ||
| 32727 | Russell Clip On | -151635 | NON-FOOD CASTOR SEED OIL | 0 | none |