Fold 4 - Understanding why coefficient -21095164 was selected
Tag: SHELF
Selected Coefficient: -21095164
Taxonomy Path: -31.7.62.42
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? |
|---|---|---|---|---|---|
| -21095164 | 1.000000 | -31.7.62.42 | -42.62.7.31 (-(42*79^3 + 62*79^2 + 7*79 + 31)) | Yes | |
| -9823331 | 1.000000 | -76.78.72.19 | -19.72.78.76 (-(19*79^3 + 72*79^2 + 78*79 + 76)) | No |
These are the training products that have the "SHELF" tag (processing sequence 2584). 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 |
|---|---|---|---|---|---|---|---|
| 10874 | XL Real Rare Chambered Polished Pearl Nautilus Shell - Half | -9823331 | WHITE, BEDROOM | 11271833 | none | ||
| 10955 | Staghorn Coral Oversized Feature Specimens | -21095164 | WHITE, BEDROOM, EVENTS, HOUSEWARMING | 0 | none |