Fold 1 - Understanding why coefficient -4131781 was selected
Tag: BLACKFRIDAY
Selected Coefficient: -4131781
Taxonomy Path: -2.3.30.8
Taxonomy Name:
Products with this tag: 3
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? |
|---|---|---|---|---|---|
| -4131781 | 2.000000 | -2.3.30.8 | -8.30.3.2 (-(8*79^3 + 30*79^2 + 3*79 + 2)) | Yes | |
| -574008 | 2.000000 | -73.76.12.1 | -1.12.76.73 (-(493039 + 12*79^2 + 76*79 + 73)) | No | |
| 0 | 2.000000 | 0 | 0 (0) | No |
These are the training products that have the "BLACKFRIDAY" tag (processing sequence 3997). 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 | 0 | BLACKFRI2022, NEW CLOTHING | 4131781 | WORKWEAR, ALL TOPS, LONG SLEEVES | ||
| 18115 | Angel Tee Bunny | -574008 | SHORT SLEEVES, NEW CLOTHING | 3557773 | ALL TOPS | ||
| 18128 | Le Garcon Mid Rise Boyfriend in Galeston | -4131781 | 28, HOLIDAY SHOP, BLACKFRI2022, NEW CLOTHING | 0 | none |