Fold 4 - Understanding why coefficient -6568405 was selected
Tag: BEADS
Selected Coefficient: -6568405
Taxonomy Path: -53.70.24.18
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? |
|---|---|---|---|---|---|
| -6568405 | 1.000000 | -53.70.24.18 | -18.24.70.53 (-(18*71^3 + 24*71^2 + 70*71 + 53)) | Yes | |
| 248086 | 1.000000 | 12.15.49 | 49.15.12 (49*71^2 + 15*71 + 12) | Hardware > Tools > Pliers | No |
These are the training products that have the "BEADS" tag (processing sequence 717). 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 |
|---|---|---|---|---|---|---|---|
| 2159 | Beadalon® Fiber Tip Tweezers | 248086 | Hardware > Tools > Pliers | none | 6816491 | none | |
| 9990 | Homemade Natural Mala Necklace | -6568405 | BLUE, GREY | 0 | none |