Fold 3 - Understanding why coefficient -143525510 was selected
Tag: COMPLETE-WITH:ZIP-UP-CROP-BRA-BLACK
Selected Coefficient: -143525510
Taxonomy Path: -1.1.1.2.3
Taxonomy Name:
Products with this tag: 7
Unique residual values tried: 5
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? |
|---|---|---|---|---|---|
| -143525510 | 3.000147 | -1.1.1.2.3 | -3.2.1.1.1 (-(3*83^4 + 2*83^3 + 6889 + 83 + 1)) | Yes | |
| -237870365 | 3.000149 | -1.1.1.1.5 | -5.1.1.1.1 (-(5*83^4 + 571787 + 6889 + 83 + 1)) | No | |
| -234928762 | 3.000435 | -1.1.72.78.4 | -4.78.72.1.1 (-(4*83^4 + 78*83^3 + 72*83^2 + 83 + 1)) | No | |
| 0 | 4.000000 | 0 | 0 (0) | No | |
| -142374963 | 4.000000 | -0.0.0.0.3 | -3.0.0.0.0 (-(3*83^4)) | No |
These are the training products that have the "COMPLETE-WITH:ZIP-UP-CROP-BRA-BLACK" tag (processing sequence 6457). 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 | 143525510 | COLOURGROUP-BLUE | ||
| 7610 | Classic Tank - Black | 0 | CLASSICTOPS | 143525510 | COLOUR-BLACK | ||
| 7643 | Classic Sweater - Sky Blue | -142374963 | CLASSICTOPS | 1150547 | COLOURGROUP-BLUE | ||
| 7647 | Classic T-Shirt - White | -143525510 | LENGTH-SHORT SLEEVE, CLASSICTOPS | 0 | none | ||
| 7646 | Classic T-Shirt - Light Sky | -143525510 | LENGTH-SHORT SLEEVE, CLASSICTOPS | 0 | COLOURGROUP-BLUE | ||
| 7645 | Classic T-Shirt - Grey Marle | -234928762 | LENGTH-SHORT SLEEVE, CLASSICTOPS | -91403252 | none | ||
| 7702 | Essential 7/8 Length Tight - Aerial Sunset | -237870365 | COMPLETE-WITH:ACTIVE-TRUTH-T-SHIRT-BLACK, LENGTH-7/8 LENGTH | -94344855 | none |