Fold 2 - Understanding why coefficient -18723 was selected
Tag: CHAIN LENGTH 18"
Selected Coefficient: -18723
Taxonomy Path: -0.0.3
Taxonomy Name:
Products with this tag: 3
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? |
|---|---|---|---|---|---|
| -18723 | 1.000160 | -0.0.3 | -3.0.0 (-(3*79^2)) | Yes | |
| 0 | 1.000160 | 0 | 0 (0) | No | |
| -50403 | 2.000000 | -1.6.8 | -8.6.1 (-(8*79^2 + 6*79 + 1)) | No |
These are the training products that have the "CHAIN LENGTH 18"" tag (processing sequence 2442). 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 |
|---|---|---|---|---|---|---|---|
| 9026 | Raw Citrine Pendant Necklace - Sterling Silver with Chain | 0 | CRYSTAL NECKLACE, CHOOSE YOUR STONE, NOVEMBER BIRTHSTONE | 18723 | none | ||
| 9563 | Turquoise Charm Necklace - Antiqued Sterling Silver - Brown Leather | -18723 | CHARM NECKLACES | 0 | 11TH ANNIVERSARY | ||
| 9443 | Rose Quartz Charm Necklace - Sterling Silver Plated | -50403 | CHARM NECKLACE, CHOOSE YOUR STONE | -31680 | none |