Fold 1 - Understanding why coefficient -1591535 was selected
Tag: AOP
Selected Coefficient: -1591535
Taxonomy Path: -1.1.18.3
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? |
|---|---|---|---|---|---|
| -1591535 | 2.000000 | -1.1.18.3 | -3.18.1.1 (-(3*79^3 + 18*79^2 + 79 + 1)) | Yes | |
| -941679 | 2.000000 | -78.69.71.1 | -1.71.69.78 (-(493039 + 71*79^2 + 69*79 + 78)) | No | |
| -599043 | 2.000000 | -65.77.16.1 | -1.16.77.65 (-(493039 + 16*79^2 + 77*79 + 65)) | No |
These are the training products that have the "AOP" tag (processing sequence 447). 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 |
|---|---|---|---|---|---|---|---|
| 10449 | Neutral Curves Vegan Leather Mini Clutch Bag | -599043 | ACCESSORIES | 992492 | ASSEMBLED IN THE USA | ||
| 496 | Colored Witchy Women's Low Top Sneakers | -941679 | ALL OVER PRINT | 649856 | SUBLIMATION, WOMEN'S CLOTHING | ||
| 249 | Accessory Pouch | -1591535 | POUCHES, ACCESSORIES, ALL OVER PRINT | 0 | ASSEMBLED IN THE USA, SUBLIMATION |