Fold 1 - Understanding why coefficient -544148 was selected
Tag: ACCESSORIZE
Selected Coefficient: -544148
Taxonomy Path: -0.82.78
Taxonomy Name:
Products with this tag: 4
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? |
|---|---|---|---|---|---|
| -544148 | 1.012048 | -0.82.78 | -78.82.0 (-(78*83^2 + 82*83)) | Yes | |
| -4608160 | 1.024096 | -0.76.4.8 | -8.4.76.0 (-(8*83^3 + 4*83^2 + 76*83)) | No | |
| -4849851 | 3.000000 | -78.82.39.8 | -8.39.82.78 (-(8*83^3 + 39*83^2 + 82*83 + 78)) | No |
These are the training products that have the "ACCESSORIZE" tag (processing sequence 4700). 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 |
|---|---|---|---|---|---|---|---|
| 18121 | The Nomad Splatter Fedora | -544148 | SHOP ALL | 0 | none | ||
| 18123 | The Nomad Ivory Fedora | -544148 | SHOP ALL | 0 | none | ||
| 18111 | Zina Plush Sneakers White Tan Leather New | -4608160 | SHOP ALL | -4064012 | none | ||
| 18107 | Lizzy Sage Crystal Gradiant | -4849851 | SUNGLASSES, SHOP ALL | -4305703 | BLACKFRI2022 |