Fold 2 - Understanding why coefficient -127421429 was selected
Tag: STYLE-TOPS
Selected Coefficient: -127421429
Taxonomy Path: -1.1.1.1.5
Taxonomy Name:
Products with this tag: 6
Unique residual values tried: 4
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? |
|---|---|---|---|---|---|
| -127421429 | 3.000198 | -1.1.1.1.5 | -5.1.1.1.1 (-(5*71^4 + 357911 + 5041 + 71 + 1)) | Yes | |
| 0 | 3.000198 | 0 | 0 (0) | No | |
| -54825988 | 3.000397 | -1.1.13.11.2 | -2.11.13.1.1 (-(2*71^4 + 11*71^3 + 13*71^2 + 71 + 1)) | No | |
| 48615404 | 3.000397 | 0.0.59.64.1 | 1.64.59.0.0 (25411681 + 64*71^3 + 59*71^2) | No |
These are the training products that have the "STYLE-TOPS" tag (processing sequence 2181). 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 |
|---|---|---|---|---|---|---|---|
| 7647 | Classic T-Shirt - White | 48615404 | CLASSICTOPS, LENGTH-SHORT SLEEVE | 176036833 | none | ||
| 7612 | Classic Tank - Light Sky | 0 | CLASSICTOPS | 127421429 | Apparel & Accessories > Clothing > Activewear > Activewear Pants > Tights | none | |
| 7645 | Classic T-Shirt - Grey Marle | 0 | CLASSICTOPS, LENGTH-SHORT SLEEVE | 127421429 | Apparel & Accessories > Clothing > Activewear > Activewear Pants > Tights | none | |
| 7610 | Classic Tank - Black | -54825988 | CLASSICTOPS, COLOUR-BLACK, COLOURGROUP-BLACK | 72595441 | none | ||
| 7613 | Classic Tank - Midnight | -127421429 | CLASSICTOPS, COLOUR-MIDNIGHT | 0 | none | ||
| 7614 | Classic T-Shirt - Midnight | -127421429 | CLASSICTOPS, COLOUR-MIDNIGHT, LENGTH-SHORT SLEEVE | 0 | none |