Fold 1 - 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: 10
Unique residual values tried: 8
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 | 7.000160 | 1.6.8 | 8.6.1 (8*79^2 + 6*79 + 1) | Apparel & Accessories > Jewelry > Necklaces | Yes |
| 19198 | 7.000320 | 1.6.3 | 3.6.1 (3*79^2 + 6*79 + 1) | Apparel & Accessories > Jewelry > Bracelets | No |
| -37921 | 7.000320 | -1.6.6 | -6.6.1 (-(6*79^2 + 6*79 + 1)) | No | |
| -19198 | 7.000320 | -1.6.3 | -3.6.1 (-(3*79^2 + 6*79 + 1)) | No | |
| -6716 | 7.000320 | -1.6.1 | -1.6.1 (-(6241 + 6*79 + 1)) | No | |
| 50581 | 8.000000 | 21.8.8 | 8.8.21 (8*79^2 + 8*79 + 21) | No | |
| -31205 | 8.000160 | -0.0.5 | -5.0.0 (-(5*79^2)) | No | |
| 0 | 8.000160 | 0 | 0 (0) | No |
These are the training products that have the "CARNELIAN" tag (processing sequence 3604). 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 |
|---|---|---|---|---|---|---|---|
| 270 | Intention Bracelet (Small) | 50581 | CHARM, BRACELET, PYRITE, FESTIVALLIFE, ONYX, SMOKY QUARTZ, COACHELLA, EVERYDAY | 178 | Religious & Ceremonial > Religious Items | GEMSTONES | |
| 271 | Intention Bracelet (Large) | 50581 | CHARM, BRACELET, PYRITE, FESTIVALLIFE, ONYX, SMOKY QUARTZ, COACHELLA, EVERYDAY | 178 | Religious & Ceremonial > Religious Items | GEMSTONES | |
| 20641 | Luminous Necklace | 50403 | Apparel & Accessories > Jewelry > Necklaces | none | 0 | none | |
| 20652 | Clarity Necklace | 50403 | Apparel & Accessories > Jewelry > Necklaces | AQUA CHALCEDONY, ONYX, QUARTZ | 0 | CLASSIC | |
| 9038 | White Howlite Healing Crystal - Mala Bracelet | 19198 | Apparel & Accessories > Jewelry > Bracelets | none | -31205 | none | |
| 9039 | Raw Carnelian Necklace -Wire Wrapped Healing Crystal Pendant | 0 | CHAIN MATERIAL DARK BROWN LEATHER, CRYSTAL NECKLACE, CHAIN MATERIAL BLACK ROUND COTTON | -50403 | none | ||
| 20696 | Bloom Necklace | -6716 | GARNETS, AQUA CHALCEDONY, PERIDOTS, ELEGANCE | -57119 | none | ||
| 20640 | Maleficent Hoops with stones | -19198 | GARNETS, AQUA CHALCEDONY, PERIDOTS, MALEFICENT | -69601 | none | ||
| 20654 | Radiant Cuff | -31205 | AQUA CHALCEDONY | -81608 | none | ||
| 20644 | Fearless Earrings with stones | -37921 | DANGLES, GARNETS, AQUA CHALCEDONY, PERIDOTS | -88324 | CLASSIC |