Fold 0 - Understanding why coefficient -4663937 was selected
Tag: NEWSLETTER2019
Selected Coefficient: -4663937
Taxonomy Path: -1.1.13.8
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? |
|---|---|---|---|---|---|
| -4663937 | 2.000000 | -1.1.13.8 | -8.13.1.1 (-(8*83^3 + 13*83^2 + 83 + 1)) | Yes | |
| -4002509 | 2.000002 | -0.0.0.7 | -7.0.0.0 (-(7*83^3)) | No | |
| 0 | 2.000002 | 0 | 0 (0) | No |
These are the training products that have the "NEWSLETTER2019" tag (processing sequence 4813). 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 |
|---|---|---|---|---|---|---|---|
| 18115 | Angel Tee Bunny | 0 | SHOP ALL | 4663937 | SHORT SLEEVES, SPRINGVIBE, ALL TOPS | ||
| 18108 | Savannah Button Down Shirt Ivory | -4002509 | SHOP ALL | 661428 | SPRINGVIBE, BACK TO SCHOOL, ALL TOPS, COASTAL | ||
| 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 |