Fold 3 - Understanding why coefficient -75842 was selected
Tag: RED CRYSTAL
Selected Coefficient: -75842
Taxonomy Path: -2.12.12
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? |
|---|---|---|---|---|---|
| -75842 | 0.000160 | -2.12.12 | -12.12.2 (-(12*79^2 + 12*79 + 2)) | Yes | |
| -63360 | 0.000160 | -2.12.10 | -10.12.2 (-(10*79^2 + 12*79 + 2)) | No |
These are the training products that have the "RED CRYSTAL" tag (processing sequence 2423). 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 |
|---|---|---|---|---|---|---|---|
| 9452 | Raw Ruby Necklace - Mixed Wire Antique Bronze | -63360 | PENDANT, 15TH ANNIVERSARY, 8TH ANNIVERSARY | 12482 | none | ||
| 9181 | Pink Ruby Earrings - 14k Gold Filled Stud Earrings | -75842 | STUD EARRINGS, 15TH ANNIVERSARY, GOLD EARRINGS, PINK CRYSTAL | 0 | none |