Fold 1 - Understanding why coefficient -25411681 was selected
Tag: COMPLETE-WITH:ZIP-UP-CROP-BRA-BLACK
Selected Coefficient: -25411681
Taxonomy Path: -0.0.0.0.1
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? |
|---|---|---|---|---|---|
| -25411681 | 1.000000 | -0.0.0.0.1 | -1.0.0.0.0 (-(25411681)) | Yes | |
| 0 | 1.000000 | 0 | 0 (0) | No | |
| -102009748 | 4.000000 | -1.1.1.1.4 | -4.1.1.1.1 (-(4*71^4 + 357911 + 5041 + 71 + 1)) | No |
These are the training products that have the "COMPLETE-WITH:ZIP-UP-CROP-BRA-BLACK" tag (processing sequence 962). 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 |
|---|---|---|---|---|---|---|---|
| 7612 | Classic Tank - Light Sky | 0 | CLASSICTOPS | 25411681 | none | ||
| 7702 | Essential 7/8 Length Tight - Aerial Sunset | 0 | COLOURGROUP-GREEN | 25411681 | none | ||
| 7646 | Classic T-Shirt - Light Sky | -25411681 | CLASSICTOPS | 0 | none | ||
| 7647 | Classic T-Shirt - White | -25411681 | CLASSICTOPS | 0 | none | ||
| 7610 | Classic Tank - Black | -102009748 | CLASSICTOPS, COLOUR-BLACK, COLOURGROUP-BLACK | -76598067 | CORERANGE |