Fold 3 - Understanding why coefficient -1794738 was selected
Tag: OVER-25
Selected Coefficient: -1794738
Taxonomy Path: -0.2.1.5
Taxonomy Name:
Products with this tag: 3
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? |
|---|---|---|---|---|---|
| -1794738 | 0.014085 | -0.2.1.5 | -5.1.2.0 (-(5*71^3 + 5041 + 2*71)) | Yes | |
| 2107138 | 0.028169 | 0.0.63.5 | 5.63.0.0 (5*71^3 + 63*71^2) | No |
These are the training products that have the "OVER-25" tag (processing sequence 1818). 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 |
|---|---|---|---|---|---|---|---|
| 7996 | Gund Pusheen 9.5" Avocado Plush | 2107138 | 25-50 | 3901876 | none | ||
| 7578 | Swimline Watermelon Slice Inflatable Pool Island | -1794738 | 25-50 | 0 | none | ||
| 7584 | Swimline Rainbow Island Float | -1794738 | 25-50 | 0 | none |