Fold 4 - Understanding why coefficient -574252 was selected
Tag: PREORDER
Selected Coefficient: -574252
Taxonomy Path: -1.1.13.1
Taxonomy Name:
Products with this tag: 4
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? |
|---|---|---|---|---|---|
| -574252 | 3.000000 | -1.1.13.1 | -1.13.1.1 (-(493039 + 13*79^2 + 79 + 1)) | Yes | |
| 5 | 3.000000 | 5 | 5 (5) | Bundles | No |
| 721 | 3.000000 | 10.9 | 9.10 (9*79 + 10) | Furniture > Entertainment Centers & TV Stands | No |
| 1837 | 3.000000 | 20.23 | 23.20 (23*79 + 20) | No |
These are the training products that have the "PREORDER" tag (processing sequence 4379). 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 |
|---|---|---|---|---|---|---|---|
| 18990 | Chateau French Stool | 1837 | OAK | 576089 | none | ||
| 18989 | Multy Stand Set | 721 | Furniture > Entertainment Centers & TV Stands | COFFEE TABLES, DARK BROWN, OAK | 574973 | none | |
| 4108 | The Chippo Discount Bundle | 5 | Bundles | none | 574257 | none | |
| 11219 | Ani Sleeveless Tie-Front Knit Dress | -574252 | SITE-NAV-DRESSES, SIZE-EXTRA-LARGE | 0 | none |