Fold 4 - Understanding why coefficient -18723 was selected
Tag: 14K GOLD-FILLED
Selected Coefficient: -18723
Taxonomy Path: -0.0.3
Taxonomy Name:
Products with this tag: 4
Unique residual values tried: 4
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 | 1.000320 | -0.0.3 | -3.0.0 (-(3*79^2)) | Yes | |
| 0 | 1.000320 | 0 | 0 (0) | No | |
| 18723 | 1.000320 | 0.0.3 | 3.0.0 (3*79^2) | No | |
| 37921 | 3.000000 | 1.6.6 | 6.6.1 (6*79^2 + 6*79 + 1) | Apparel & Accessories > Jewelry > Earrings | No |
These are the training products that have the "14K GOLD-FILLED" tag (processing sequence 253). 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 |
|---|---|---|---|---|---|---|---|
| 9450 | Ruby Drop Earrings 14k Gold Filled | 37921 | Apparel & Accessories > Jewelry > Earrings | none | 56644 | Apparel & Accessories > Jewelry > Rings | PINK RUBY |
| 9319 | Raw Emerald Necklace - 14K Gold-Filled | 18723 | EMERALD | 37446 | GREEN CRYSTAL | ||
| 9442 | Rose Quartz Charm Necklace - Gold Plated Brass | 0 | CHARM NECKLACE | 18723 | CRYSTAL CHARM | ||
| 9182 | Pink Ruby Pendant 14k Gold Filled | -18723 | PENDANT NECKLACE | 0 | PINK RUBY |