Fold 0 - Understanding why coefficient -544148 was selected
Tag: ACCESSORIZE
Selected Coefficient: -544148
Taxonomy Path: -0.82.78
Taxonomy Name:
Products with this tag: 5
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 | 2.012048 | -0.82.78 | -78.82.0 (-(78*83^2 + 82*83)) | Yes | |
| -4608160 | 2.024096 | -0.76.4.8 | -8.4.76.0 (-(8*83^3 + 4*83^2 + 76*83)) | No | |
| -4663681 | 3.000000 | -77.80.12.8 | -8.12.80.77 (-(8*83^3 + 12*83^2 + 80*83 + 77)) | No |
These are the training products that have the "ACCESSORIZE" tag (processing sequence 5565). 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 |
|---|---|---|---|---|---|---|---|
| 18123 | The Nomad Ivory Fedora | -544148 | SHOP ALL | 0 | BACK TO SCHOOL | ||
| 18127 | The Mojave Fedora Black | -544148 | SHOP ALL | 0 | BACK TO SCHOOL | ||
| 18111 | Zina Plush Sneakers White Tan Leather New | -4608160 | SHOP ALL | -4064012 | SPRINGVIBE | ||
| 18107 | Lizzy Sage Crystal Gradiant | -4663681 | SHOP ALL | -4119533 | BACK TO SCHOOL | ||
| 18109 | Tahoe Aviator Pink Blue Gradient Polarized | -4663681 | SHOP ALL | -4119533 | BACK TO SCHOOL |