Fold 0 - Understanding why coefficient -25632 was selected
Tag: CHAIN NECKLACE
Selected Coefficient: -25632
Taxonomy Path: -1.6.5
Taxonomy Name:
Products with this tag: 4
Unique residual values tried: 3
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? |
|---|---|---|---|---|---|
| -25632 | 1.014085 | -1.6.5 | -5.6.1 (-(5*71^2 + 6*71 + 1)) | Yes | |
| -2913770 | 1.028169 | -1.1.10.8 | -8.10.1.1 (-(8*71^3 + 10*71^2 + 71 + 1)) | No | |
| -2954525 | 3.000000 | -2.7.18.8 | -8.18.7.2 (-(8*71^3 + 18*71^2 + 7*71 + 2)) | No |
These are the training products that have the "CHAIN NECKLACE" tag (processing sequence 849). 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 |
|---|---|---|---|---|---|---|---|
| 5013 | LOVE PLATE NECKLACE | -25632 | PLATE, PENDANT NECKLACE | 0 | none | ||
| 5029 | SLAY PLATE NECKLACE | -25632 | PLATE, PENDANT NECKLACE | 0 | none | ||
| 5033 | FEMINIST NECKLACE | -2913770 | PENDANT NECKLACE, WOMEN | -2888138 | none | ||
| 5028 | FEMINIST PLATE NECKLACE | -2954525 | PLATE, PENDANT NECKLACE, WOMEN | -2928893 | none |