Fold 3 - Understanding why coefficient -2427918 was selected
Tag: BATH AND BEAUTY
Selected Coefficient: -2427918
Taxonomy Path: -11.2.73.4
Taxonomy Name:
Products with this tag: 2
Unique residual values tried: 2
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? |
|---|---|---|---|---|---|
| -2427918 | 1.000000 | -11.2.73.4 | -4.73.2.11 (-(4*79^3 + 73*79^2 + 2*79 + 11)) | Yes | |
| 0 | 1.000000 | 0 | 0 (0) | No |
These are the training products that have the "BATH AND BEAUTY" tag (processing sequence 3126). 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 |
|---|---|---|---|---|---|---|---|
| 17880 | Gentlemen's Toiletry Bag | 0 | BAGS AND TOTES | 2427918 | none | ||
| 17753 | Luxe Satin Sleeping Mask - Berry | -2427918 | PRICE_UNDER $20 | 0 | none |