Fold 4 - Understanding why coefficient 143525510 was selected
Tag: STYLE-TOPS
Selected Coefficient: 143525510
Taxonomy Path: 1.1.1.2.3
Taxonomy Name:
Products with this tag: 7
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? |
|---|---|---|---|---|---|
| 143525510 | 4.000000 | 1.1.1.2.3 | 3.2.1.1.1 (3*83^4 + 2*83^3 + 6889 + 83 + 1) | Yes | |
| 0 | 4.000145 | 0 | 0 (0) | No | |
| -91403252 | 4.000290 | -0.0.71.76.1 | -1.76.71.0.0 (-(47458321 + 76*83^3 + 71*83^2)) | No | |
| -329273617 | 6.000000 | -1.1.72.77.6 | -6.77.72.1.1 (-(6*83^4 + 77*83^3 + 72*83^2 + 83 + 1)) | No |
These are the training products that have the "STYLE-TOPS" tag (processing sequence 5417). 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 |
|---|---|---|---|---|---|---|---|
| 7611 | Classic Tank - Grey Marle | 143525510 | none | 0 | none | ||
| 7612 | Classic Tank - Light Sky | 143525510 | none | 0 | none | ||
| 7610 | Classic Tank - Black | 143525510 | none | 0 | none | ||
| 7646 | Classic T-Shirt - Light Sky | 0 | LENGTH-SHORT SLEEVE | -143525510 | none | ||
| 7644 | Classic T-Shirt - Black | 0 | LENGTH-SHORT SLEEVE | -143525510 | none | ||
| 7645 | Classic T-Shirt - Grey Marle | -91403252 | LENGTH-SHORT SLEEVE | -234928762 | none | ||
| 7614 | Classic T-Shirt - Midnight | -329273617 | COLOUR-MIDNIGHT, LENGTH-SHORT SLEEVE | -472799127 | none |