Fold 0 - Understanding why coefficient -491933 was selected
Tag: BLOOM COLLECTION
Selected Coefficient: -491933
Taxonomy Path: -0.65.78
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? |
|---|---|---|---|---|---|
| -491933 | 0.012658 | -0.65.78 | -78.65.0 (-(78*79^2 + 65*79)) | Yes | |
| 0 | 0.012658 | 0 | 0 (0) | No |
These are the training products that have the "BLOOM COLLECTION" tag (processing sequence 3133). 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 |
|---|---|---|---|---|---|---|---|
| 7449 | 2.5" Carnation - White | 0 | BASE_GUMPASTE | 491933 | VALENTINE'S DAY | ||
| 7470 | 2" Ranunculus - White | -491933 | BASE_GUMPASTE | 0 | none |