Fold 1 - Understanding why coefficient -251 was selected
Tag: MOTHERS
Selected Coefficient: -251
Taxonomy Path: -14.3
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? |
|---|---|---|---|---|---|
| -251 | 1.000000 | -14.3 | -3.14 (-(3*79 + 14)) | Yes | |
| 196185993 | 1.000000 | 0.2.72.2.5 | 5.2.72.2.0 (5*79^4 + 2*79^3 + 72*79^2 + 2*79) | No |
These are the training products that have the "MOTHERS" tag (processing sequence 3188). 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 |
|---|---|---|---|---|---|---|---|
| 3181 | Ultimate Life Natural Vitamin E Cream | 196185993 | LIVER | 196186244 | BABIES | ||
| 8556 | Triple Moon - Magic Candle Holder | -251 | CANDLES, CANDLE HOLDER | 0 | none |