Fold 4 - Understanding why coefficient 50403 was selected
Tag: FEARLESS
Selected Coefficient: 50403
Taxonomy Path: 1.6.8
Taxonomy Name: Apparel & Accessories > Jewelry > Necklaces
Products with this tag: 10
Unique residual values tried: 7
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? |
|---|---|---|---|---|---|
| 50403 | 5.000481 | 1.6.8 | 8.6.1 (8*79^2 + 6*79 + 1) | Apparel & Accessories > Jewelry > Necklaces | Yes |
| 19198 | 5.000641 | 1.6.3 | 3.6.1 (3*79^2 + 6*79 + 1) | Apparel & Accessories > Jewelry > Bracelets | No |
| 31680 | 5.000641 | 1.6.5 | 5.6.1 (5*79^2 + 6*79 + 1) | Apparel & Accessories > Jewelry > Charms & Pendants | No |
| 56644 | 5.000641 | 1.6.9 | 9.6.1 (9*79^2 + 6*79 + 1) | Apparel & Accessories > Jewelry > Rings | No |
| 0 | 6.000160 | 0 | 0 (0) | No | |
| 12482 | 6.000481 | 0.0.2 | 2.0.0 (2*79^2) | No | |
| -37921 | 9.000000 | -1.6.6 | -6.6.1 (-(6*79^2 + 6*79 + 1)) | No |
These are the training products that have the "FEARLESS" tag (processing sequence 3660). 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 |
|---|---|---|---|---|---|---|---|
| 20686 | Wisteria Ring | 56644 | Apparel & Accessories > Jewelry > Rings | none | 6241 | none | |
| 20661 | Marquise Necklace | 50403 | Apparel & Accessories > Jewelry > Necklaces | none | 0 | none | |
| 19302 | Wisteria Necklace | 50403 | Apparel & Accessories > Jewelry > Necklaces | none | 0 | none | |
| 20651 | Drift Bracelet with assorted stones | 31680 | Apparel & Accessories > Jewelry > Charms & Pendants | PERIDOTS | -18723 | none | |
| 20710 | Drift Bracelet | 19198 | Apparel & Accessories > Jewelry > Bracelets | none | -31205 | none | |
| 20696 | Bloom Necklace | 12482 | CARNELIAN, PERIDOTS | -37921 | none | ||
| 20669 | Ethereal Earrings | 0 | DANGLES | -50403 | none | ||
| 20641 | Luminous Necklace | 0 | CARNELIAN | -50403 | none | ||
| 19324 | Angel Earrings | 0 | DANGLES | -50403 | none | ||
| 20662 | Navette Earrings | -37921 | POSTS, DANGLES | -88324 | none |