Fold 1 - Understanding why coefficient 96067189 was selected
Tag: LENGTH-SHORT SLEEVE
Selected Coefficient: 96067189
Taxonomy Path: 1.1.1.2.2
Taxonomy Name:
Products with this tag: 5
Unique residual values tried: 2
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? |
|---|---|---|---|---|---|
| 96067189 | 0.000290 | 1.1.1.2.2 | 2.2.1.1.1 (2*83^4 + 2*83^3 + 6889 + 83 + 1) | Yes | |
| 4663937 | 0.000435 | 1.1.13.8 | 8.13.1.1 (8*83^3 + 13*83^2 + 83 + 1) | No |
These are the training products that have the "LENGTH-SHORT SLEEVE" tag (processing sequence 3917). 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 |
|---|---|---|---|---|---|---|---|
| 7644 | Classic T-Shirt - Black | 96067189 | none | 0 | COLOUR-BLACK | ||
| 7646 | Classic T-Shirt - Light Sky | 96067189 | none | 0 | none | ||
| 7647 | Classic T-Shirt - White | 96067189 | none | 0 | none | ||
| 7614 | Classic T-Shirt - Midnight | 4663937 | none | -91403252 | COLOUR-MIDNIGHT | ||
| 7645 | Classic T-Shirt - Grey Marle | 4663937 | none | -91403252 | COLOURGROUP-GREY |