Fold 1 - Understanding why coefficient -83956 was selected
Tag: BOWL
Selected Coefficient: -83956
Taxonomy Path: -43.15.12
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? |
|---|---|---|---|---|---|
| -83956 | 3.000000 | -43.15.12 | -12.15.43 (-(12*83^2 + 15*83 + 43)) | Yes | |
| 0 | 3.000000 | 0 | 0 (0) | No | |
| 109988 | 3.000000 | 13.80.15 | 15.80.13 (15*83^2 + 80*83 + 13) | No | |
| 144932 | 3.000000 | 14.3.21 | 21.3.14 (21*83^2 + 3*83 + 14) | No |
These are the training products that have the "BOWL" tag (processing sequence 4737). 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 |
|---|---|---|---|---|---|---|---|
| 19260 | Frey Droplet Bowl - Ocean | 144932 | none | 228888 | none | ||
| 5177 | Handmade Clay Bowl | 109988 | WITCHY | 193944 | none | ||
| 7895 | Organic Vessle | 0 | FUSED GLASS | 83956 | none | ||
| 12341 | Custom Order | -83956 | TOTE, BAG, BACKPACK | 0 | none |