Fold 4 - Understanding why coefficient 50403 was selected
Tag: CARNELIAN
Selected Coefficient: 50403
Taxonomy Path: 1.6.8
Taxonomy Name: Apparel & Accessories > Jewelry > Necklaces
Products with this tag: 6
Unique residual values tried: 5
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 | 2.000320 | 1.6.8 | 8.6.1 (8*79^2 + 6*79 + 1) | Apparel & Accessories > Jewelry > Necklaces | Yes |
| 19198 | 2.000481 | 1.6.3 | 3.6.1 (3*79^2 + 6*79 + 1) | Apparel & Accessories > Jewelry > Bracelets | No |
| 37921 | 2.000481 | 1.6.6 | 6.6.1 (6*79^2 + 6*79 + 1) | Apparel & Accessories > Jewelry > Earrings | No |
| -50403 | 5.000000 | -1.6.8 | -8.6.1 (-(8*79^2 + 6*79 + 1)) | No | |
| 43687 | 5.000000 | 0.0.7 | 7.0.0 (7*79^2) | No |
These are the training products that have the "CARNELIAN" tag (processing sequence 3070). 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 |
|---|---|---|---|---|---|---|---|
| 20641 | Luminous Necklace | 50403 | Apparel & Accessories > Jewelry > Necklaces | none | 0 | FEARLESS | |
| 20696 | Bloom Necklace | 50403 | Apparel & Accessories > Jewelry > Necklaces | none | 0 | PERIDOTS, FEARLESS | |
| 270 | Intention Bracelet (Small) | 43687 | PYRITE, BRACELET, BETTER TOGETHER, CHARM, COACHELLA, ONYX | -6716 | BOHO | ||
| 20640 | Maleficent Hoops with stones | 37921 | Apparel & Accessories > Jewelry > Earrings | none | -12482 | PERIDOTS | |
| 9038 | White Howlite Healing Crystal - Mala Bracelet | 19198 | Apparel & Accessories > Jewelry > Bracelets | none | -31205 | none | |
| 9039 | Raw Carnelian Necklace -Wire Wrapped Healing Crystal Pendant | -50403 | CRYSTAL NECKLACE, CHAIN MATERIAL DARK BROWN LEATHER | -100806 | none |