Fold 1 - Understanding why coefficient -38950081 was selected
Tag: LENGTH-SHORT SLEEVE
Selected Coefficient: -38950081
Taxonomy Path: -0.0.0.0.1
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? |
|---|---|---|---|---|---|
| -38950081 | 0.000160 | -0.0.0.0.1 | -1.0.0.0.0 (-(38950081)) | Yes | |
| 0 | 0.000160 | 0 | 0 (0) | No | |
| -113817117 | 0.000320 | -0.0.67.72.2 | -2.72.67.0.0 (-(2*79^4 + 72*79^3 + 67*79^2)) | No |
These are the training products that have the "LENGTH-SHORT SLEEVE" tag (processing sequence 1902). 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 |
|---|---|---|---|---|---|---|---|
| 7614 | Classic T-Shirt - Midnight | 0 | CLASSICTOPS, COLOUR-MIDNIGHT | 38950081 | none | ||
| 7647 | Classic T-Shirt - White | -38950081 | CLASSICTOPS | 0 | none | ||
| 7645 | Classic T-Shirt - Grey Marle | -113817117 | CLASSICTOPS | -74867036 | none |