Fold 0 - Understanding why coefficient -10016787 was selected
Tag: BEADS
Selected Coefficient: -10016787
Taxonomy Path: -61.78.24.20
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? |
|---|---|---|---|---|---|
| -10016787 | 1.000000 | -61.78.24.20 | -20.24.78.61 (-(20*79^3 + 24*79^2 + 78*79 + 61)) | Yes | |
| 307006 | 1.000000 | 12.15.49 | 49.15.12 (49*79^2 + 15*79 + 12) | Hardware > Tools > Pliers | No |
These are the training products that have the "BEADS" tag (processing sequence 773). 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 | 307006 | Hardware > Tools > Pliers | none | 10323793 | none | |
| 9990 | Homemade Natural Mala Necklace | -10016787 | PINK, GREY | 0 | HEALTH, QUARTZ, STONE |