Fold 4 - Understanding why coefficient -38950081 was selected
Tag: COLOUR-BLACK
Selected Coefficient: -38950081
Taxonomy Path: -0.0.0.0.1
Taxonomy Name:
Products with this tag: 5
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? |
|---|---|---|---|---|---|
| -38950081 | 2.000160 | -0.0.0.0.1 | -1.0.0.0.0 (-(38950081)) | Yes | |
| 0 | 2.000160 | 0 | 0 (0) | No | |
| -111844961 | 2.000320 | -0.0.67.68.2 | -2.68.67.0.0 (-(2*79^4 + 68*79^3 + 67*79^2)) | No | |
| 25044 | 3.000160 | 1.1.4 | 4.1.1 (4*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Dresses | No |
| 117349603 | 3.000160 | 1.1.1.1.3 | 3.1.1.1.1 (3*79^4 + 493039 + 6241 + 79 + 1) | Apparel & Accessories > Clothing > Activewear > Activewear Pants > Shorts | No |
These are the training products that have the "COLOUR-BLACK" tag (processing sequence 1056). 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 |
|---|---|---|---|---|---|---|---|
| 7695 | Core Pocket 5 inch Bike Short - Black | 117349603 | Apparel & Accessories > Clothing > Activewear > Activewear Pants > Shorts | none | 156299684 | COLOURGROUP-BLACK, COURTSPORTS, LENGTH-BIKE SHORTS | |
| 7718 | Sports Dress - Black | 25044 | Apparel & Accessories > Clothing > Dresses | none | 38975125 | COLOURGROUP-BLACK, COURTSPORTS | |
| 7610 | Classic Tank - Black | 0 | CLASSICTOPS | 38950081 | COLOURGROUP-BLACK | ||
| 7644 | Classic T-Shirt - Black | -38950081 | CLASSICTOPS | 0 | COLOURGROUP-BLACK, LENGTH-SHORT SLEEVE | ||
| 7653 | Classic Sweater - Black | -111844961 | CLASSICTOPS | -72894880 | COLOURGROUP-BLACK |