Fold 0 - Understanding why coefficient -599043 was selected
Tag: AOP
Selected Coefficient: -599043
Taxonomy Path: -65.77.16.1
Taxonomy Name:
Products with this tag: 2
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? |
|---|---|---|---|---|---|
| -599043 | 1.000000 | -65.77.16.1 | -1.16.77.65 (-(493039 + 16*79^2 + 77*79 + 65)) | Yes | |
| 50561 | 1.000000 | 1.8.8 | 8.8.1 (8*79^2 + 8*79 + 1) | Apparel & Accessories > Shoes > Sneakers | No |
These are the training products that have the "AOP" tag (processing sequence 462). 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 |
|---|---|---|---|---|---|---|---|
| 496 | Colored Witchy Women's Low Top Sneakers | 50561 | Apparel & Accessories > Shoes > Sneakers | none | 649604 | none | |
| 10449 | Neutral Curves Vegan Leather Mini Clutch Bag | -599043 | ACCESSORIES | 0 | none |