Fold 0 - Understanding why coefficient -2845074 was selected
Tag: NOVELTY
Selected Coefficient: -2845074
Taxonomy Path: -0.82.80.4
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? |
|---|---|---|---|---|---|
| -2845074 | 1.012048 | -0.82.80.4 | -4.80.82.0 (-(4*83^3 + 80*83^2 + 82*83)) | Yes | |
| -592454 | 1.012048 | -0.0.3.1 | -1.3.0.0 (-(571787 + 3*83^2)) | No | |
| 1094 | 2.000000 | 15.13 | 13.15 (13*83 + 15) | No |
These are the training products that have the "NOVELTY" tag (processing sequence 6231). 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 |
|---|---|---|---|---|---|---|---|
| 31022 | Casual Duck Bag | 1094 | none | 2846168 | none | ||
| 17658 | Ice Cream Dream Dog Bandana | -592454 | DOG BANDANA | 2252620 | none | ||
| 2758 | Decorated Chocolate Molds | -2845074 | SPECIALTY | 0 | none |