Fold 0 - Understanding why coefficient -4119533 was selected
Tag: BACK TO SCHOOL
Selected Coefficient: -4119533
Taxonomy Path: -77.81.16.7
Taxonomy Name:
Products with this tag: 6
Unique residual values tried: 4
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? |
|---|---|---|---|---|---|
| -4119533 | 4.000000 | -77.81.16.7 | -7.16.81.77 (-(7*83^3 + 16*83^2 + 81*83 + 77)) | Yes | |
| 0 | 4.000000 | 0 | 0 (0) | No | |
| 2955465 | 5.000000 | 1.1.14.5 | 5.14.1.1 (5*83^3 + 14*83^2 + 83 + 1) | No | |
| 7495582 | 5.000000 | 18.4.9.13 | 13.9.4.18 (13*83^3 + 9*83^2 + 4*83 + 18) | No |
These are the training products that have the "BACK TO SCHOOL" tag (processing sequence 6047). 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 |
|---|---|---|---|---|---|---|---|
| 31285 | Après Ski Toile Folded Notecard Set | 7495582 | none | 11615115 | none | ||
| 18108 | Savannah Button Down Shirt Ivory | 2955465 | SHOP ALL, NEWSLETTER2019, SPRINGVIBE | 7074998 | ALL TOPS, COASTAL | ||
| 18123 | The Nomad Ivory Fedora | 0 | SHOP ALL, ACCESSORIZE | 4119533 | none | ||
| 18127 | The Mojave Fedora Black | 0 | SHOP ALL, ACCESSORIZE | 4119533 | none | ||
| 18107 | Lizzy Sage Crystal Gradiant | -4119533 | SHOP ALL, ACCESSORIZE | 0 | none | ||
| 18109 | Tahoe Aviator Pink Blue Gradient Polarized | -4119533 | SHOP ALL, ACCESSORIZE | 0 | none |