Fold 1 - Understanding why coefficient 50403 was selected
Tag: EVERYDAY
Selected Coefficient: 50403
Taxonomy Path: 1.6.8
Taxonomy Name: Apparel & Accessories > Jewelry > Necklaces
Products with this tag: 6
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? |
|---|---|---|---|---|---|
| 50403 | 4.000000 | 1.6.8 | 8.6.1 (8*79^2 + 6*79 + 1) | Apparel & Accessories > Jewelry > Necklaces | Yes |
| 100984 | 4.000000 | 22.14.16 | 16.14.22 (16*79^2 + 14*79 + 22) | No | |
| -50225 | 5.000000 | -60.3.8 | -8.3.60 (-(8*79^2 + 3*79 + 60)) | No | |
| 31205 | 5.000000 | 0.0.5 | 5.0.0 (5*79^2) | No |
These are the training products that have the "EVERYDAY" tag (processing sequence 3012). 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) | 100984 | CHARM, BRACELET, PYRITE, FESTIVALLIFE, ONYX, SMOKY QUARTZ, COACHELLA | 50581 | CARNELIAN, GEMSTONES | ||
| 271 | Intention Bracelet (Large) | 100984 | CHARM, BRACELET, PYRITE, FESTIVALLIFE, ONYX, SMOKY QUARTZ, COACHELLA | 50581 | CARNELIAN, GEMSTONES | ||
| 269 | Howlite Rectangle Mixed Chain Necklace | 50403 | Apparel & Accessories > Jewelry > Necklaces | DAINTY, NECKLACE, FESTIVALLIFE, COACHELLA | 0 | none | |
| 272 | Rise Above Multi Strand Necklace | 50403 | Apparel & Accessories > Jewelry > Necklaces | DAINTY, NECKLACE, FESTIVALLIFE, COACHELLA | 0 | GEMSTONES | |
| 294 | Farm Sanctuary Intention Bracelet | 31205 | CHARM, BRACELET, FESTIVALLIFE | -19198 | GEMSTONES | ||
| 228 | St Christopher Medal Rose Quartz Necklace | -50225 | NECKLACE | -100628 | GEMSTONES, HEALTH |