Fold 4 - Understanding why coefficient -50403 was selected
Tag: BETTER TOGETHER
Selected Coefficient: -50403
Taxonomy Path: -1.6.8
Taxonomy Name:
Products with this tag: 3
Unique residual values tried: 3
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 | 1.000160 | -1.6.8 | -8.6.1 (-(8*79^2 + 6*79 + 1)) | Yes | |
| -19198 | 1.000160 | -1.6.3 | -3.6.1 (-(3*79^2 + 6*79 + 1)) | No | |
| 0 | 2.000000 | 0 | 0 (0) | No |
These are the training products that have the "BETTER TOGETHER" tag (processing sequence 2400). 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 |
|---|---|---|---|---|---|---|---|
| 294 | Farm Sanctuary Intention Bracelet | 0 | BRACELET | 50403 | Apparel & Accessories > Jewelry > Necklaces | CHARM, BOHO | |
| 270 | Intention Bracelet (Small) | -19198 | PYRITE, BRACELET | 31205 | CHARM, COACHELLA, ONYX, CARNELIAN, BOHO | ||
| 272 | Rise Above Multi Strand Necklace | -50403 | DAINTY, NECKLACE | 0 | COACHELLA, BOHO |