Fold 4 - Understanding why coefficient -4663937 was selected
Tag: NEWSLETTER2019
Selected Coefficient: -4663937
Taxonomy Path: -1.1.13.8
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? |
|---|---|---|---|---|---|
| -4663937 | 3.000000 | -1.1.13.8 | -8.13.1.1 (-(8*83^3 + 13*83^2 + 83 + 1)) | Yes | |
| 0 | 3.000000 | 0 | 0 (0) | No | |
| 4119533 | 4.000000 | 77.81.16.7 | 7.16.81.77 (7*83^3 + 16*83^2 + 81*83 + 77) | No |
These are the training products that have the "NEWSLETTER2019" tag (processing sequence 5672). 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 |
|---|---|---|---|---|---|---|---|
| 18108 | Savannah Button Down Shirt Ivory | 4119533 | SHOP ALL, COASTAL, BLACKFRI2022 | 8783470 | ALL TOPS, WORKWEAR | ||
| 18115 | Angel Tee Bunny | 0 | SHOP ALL | 4663937 | ALL TOPS | ||
| 18116 | Angel Tee Black | 0 | SHOP ALL | 4663937 | ALL TOPS | ||
| 18113 | La La Maxi Dress Bird of Paradise | -4663937 | MAXI DRESSES, SHOP ALL | 0 | none | ||
| 18114 | La La Maxi Dress Ivory | -4663937 | MAXI DRESSES, SHOP ALL | 0 | none |