Fold 0 - Understanding why coefficient -38950081 was selected
Tag: COMPLETE-WITH:ZIP-UP-CROP-BRA-BLACK
Selected Coefficient: -38950081
Taxonomy Path: -0.0.0.0.1
Taxonomy Name:
Products with this tag: 8
Unique residual values tried: 6
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 | 2.000160 | -0.0.0.0.1 | -1.0.0.0.0 (-(38950081)) | Yes | |
| 0 | 2.000160 | 0 | 0 (0) | No | |
| -116850243 | 2.000160 | -0.0.0.0.3 | -3.0.0.0.0 (-(3*79^4)) | No | |
| -113817117 | 2.000801 | -0.0.67.72.2 | -2.72.67.0.0 (-(2*79^4 + 72*79^3 + 67*79^2)) | No | |
| -312100008 | 6.000000 | -1.1.1.1.8 | -8.1.1.1.1 (-(8*79^4 + 493039 + 6241 + 79 + 1)) | No | |
| -156299684 | 6.000000 | -1.1.1.1.4 | -4.1.1.1.1 (-(4*79^4 + 493039 + 6241 + 79 + 1)) | No |
These are the training products that have the "COMPLETE-WITH:ZIP-UP-CROP-BRA-BLACK" tag (processing sequence 1088). 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 | 38950081 | none | ||
| 7702 | Essential 7/8 Length Tight - Aerial Sunset | 0 | COLOURGROUP-GREEN | 38950081 | none | ||
| 7646 | Classic T-Shirt - Light Sky | -38950081 | CLASSICTOPS | 0 | none | ||
| 7647 | Classic T-Shirt - White | -38950081 | CLASSICTOPS | 0 | none | ||
| 7645 | Classic T-Shirt - Grey Marle | -113817117 | CLASSICTOPS | -74867036 | none | ||
| 7643 | Classic Sweater - Sky Blue | -116850243 | CLASSICTOPS | -77900162 | none | ||
| 7610 | Classic Tank - Black | -156299684 | CLASSICTOPS, COLOUR-BLACK, COLOURGROUP-BLACK | -117349603 | none | ||
| 7642 | Classic Sweater - Midnight | -312100008 | CLASSICTOPS, COLOUR-MIDNIGHT | -273149927 | none |