Fold 2 - Understanding why coefficient -74027085 was selected
Tag: LENGTH-SHORT SLEEVE
Selected Coefficient: -74027085
Taxonomy Path: -0.0.59.64.2
Taxonomy Name:
Products with this tag: 3
Unique residual values tried: 3
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? |
|---|---|---|---|---|---|
| -74027085 | 1.000198 | -0.0.59.64.2 | -2.64.59.0.0 (-(2*71^4 + 64*71^3 + 59*71^2)) | Yes | |
| -25411681 | 1.000198 | -0.0.0.0.1 | -1.0.0.0.0 (-(25411681)) | No | |
| -201448514 | 2.000000 | -1.1.60.65.7 | -7.65.60.1.1 (-(7*71^4 + 65*71^3 + 60*71^2 + 71 + 1)) | No |
These are the training products that have the "LENGTH-SHORT SLEEVE" tag (processing sequence 1576). 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 | -25411681 | CLASSICTOPS | 48615404 | STYLE-TOPS | ||
| 7645 | Classic T-Shirt - Grey Marle | -74027085 | CLASSICTOPS | 0 | STYLE-TOPS | ||
| 7614 | Classic T-Shirt - Midnight | -201448514 | CLASSICTOPS, COLOUR-MIDNIGHT | -127421429 | STYLE-TOPS |