Fold 2 - Understanding why coefficient -2570982 was selected
Tag: XL
Selected Coefficient: -2570982
Taxonomy Path: -1.1.13.7
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? |
|---|---|---|---|---|---|
| -2570982 | 2.000000 | -1.1.13.7 | -7.13.1.1 (-(7*71^3 + 13*71^2 + 71 + 1)) | Yes | |
| 0 | 2.000000 | 0 | 0 (0) | No | |
| 46563573 | 2.000000 | 69.68.6.59.1 | 1.59.6.68.69 (25411681 + 59*71^3 + 6*71^2 + 68*71 + 69) | No |
These are the training products that have the "XL" tag (processing sequence 2432). 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 |
|---|---|---|---|---|---|---|---|
| 8061 | High End Blue Gray Sheared Beaver Fur Coat Full Length 49" M/L | 46563573 | BROWN, WOMEN, CREAM, MEDIUM | 49134555 | none | ||
| 1471 | Bass Coast x Gazzy Cropped Windbreaker | 0 | GAZZY BY GAZZO | 2570982 | Apparel & Accessories > Clothing > Clothing Tops > Shirts | none | |
| 8000 | Mens Python Shirt Snakeskin Embossed Nappa Sheepskin Leather Shirt | -2570982 | BLACK, NAPPA SHEEPSKIN, META-SIZE-CHART-SIZE-CHART-LEATHER-SHIRTS | 0 | none |