Fold 3 - Understanding why coefficient -196229522 was selected
Tag: POTTERY
Selected Coefficient: -196229522
Taxonomy Path: -0.0.0.3.5
Taxonomy Name:
Products with this tag: 4
Unique residual values tried: 4
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? |
|---|---|---|---|---|---|
| -196229522 | 2.012658 | -0.0.0.3.5 | -5.3.0.0.0 (-(5*79^4 + 3*79^3)) | Yes | |
| 38949844 | 2.012658 | 0.76.78.78 | 78.78.76.0 (78*79^3 + 78*79^2 + 76*79) | No | |
| -510613655 | 3.000000 | -78.78.50.8.13 | -13.8.50.78.78 (-(13*79^4 + 8*79^3 + 50*79^2 + 78*79 + 78)) | No | |
| -13121 | 3.000000 | -7.8.2 | -2.8.7 (-(2*79^2 + 8*79 + 7)) | No |
These are the training products that have the "POTTERY" tag (processing sequence 4347). 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 |
|---|---|---|---|---|---|---|---|
| 18671 | Ceramic Dish- Cardinal | 38949844 | PLATE, PURSE | 235179366 | none | ||
| 18648 | Wall Flower Child | -13121 | OUTDOOR | 196216401 | none | ||
| 18689 | Ceramic Dish- Butterfly | -196229522 | PLATE | 0 | none | ||
| 18654 | Rooster Wall Mask- Gaston | -510613655 | MASK | -314384133 | none |