Fold 0 - Understanding why coefficient -50403 was selected
Tag: ALYCIÆNGEL
Selected Coefficient: -50403
Taxonomy Path: -1.6.8
Taxonomy Name:
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)) | Yes | |
| 0 | 4.000000 | 0 | 0 (0) | No | |
| -118885692 | 5.000000 | -14.11.10.4.3 | -3.4.10.11.14 (-(3*79^4 + 4*79^3 + 10*79^2 + 11*79 + 14)) | No | |
| -50225 | 5.000000 | -60.3.8 | -8.3.60 (-(8*79^2 + 3*79 + 60)) | No |
These are the training products that have the "ALYCIÆNGEL" tag (processing sequence 3022). 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 |
|---|---|---|---|---|---|---|---|
| 272 | Rise Above Multi Strand Necklace | 0 | DAINTY, NECKLACE, BRIOLETTE | 50403 | Apparel & Accessories > Jewelry > Necklaces | BOHO, EVERYDAY | |
| 294 | Farm Sanctuary Intention Bracelet | 0 | BRACELET | 50403 | Apparel & Accessories > Jewelry > Necklaces | BOHO, EVERYDAY | |
| 228 | St Christopher Medal Rose Quartz Necklace | -50225 | NECKLACE | 178 | Religious & Ceremonial > Religious Items | BOHO, EVERYDAY, HEALTH | |
| 270 | Intention Bracelet (Small) | -50403 | BRACELET, ONYX | 0 | BOHO, EVERYDAY | ||
| 271 | Intention Bracelet (Large) | -50403 | BRACELET, ONYX | 0 | BOHO, EVERYDAY | ||
| 258 | Give the gift of choice! | -118885692 | GIFT CARD, PARTY | -118835289 | none |