Fold 4 - Understanding why coefficient -4119533 was selected
Tag: BLACKFRI2022
Selected Coefficient: -4119533
Taxonomy Path: -77.81.16.7
Taxonomy Name:
Products with this tag: 5
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 | 3.000000 | -77.81.16.7 | -7.16.81.77 (-(7*83^3 + 16*83^2 + 81*83 + 77)) | Yes | |
| -571787 | 3.000002 | -0.0.0.1 | -1.0.0.0 (-(571787)) | No | |
| 0 | 3.000002 | 0 | 0 (0) | No | |
| 75863 | 4.000000 | 1.1.11 | 11.1.1 (11*83^2 + 83 + 1) | No |
These are the training products that have the "BLACKFRI2022" tag (processing sequence 5573). 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 |
|---|---|---|---|---|---|---|---|
| 18128 | Le Garcon Mid Rise Boyfriend in Galeston | 75863 | 28, SHOP ALL | 4195396 | none | ||
| 18108 | Savannah Button Down Shirt Ivory | 0 | SHOP ALL, COASTAL | 4119533 | NEWSLETTER2019, ALL TOPS, WORKWEAR | ||
| 18112 | Light Blue Plaid Long Sleeve | -571787 | SHOP ALL | 3547746 | ALL TOPS, WORKWEAR | ||
| 18107 | Lizzy Sage Crystal Gradiant | -4119533 | SHOP ALL, ACCESSORIZE | 0 | none | ||
| 18109 | Tahoe Aviator Pink Blue Gradient Polarized | -4119533 | SHOP ALL, ACCESSORIZE | 0 | none |