Fold 4 - Understanding why coefficient -12482 was selected
Tag: COACHELLA
Selected Coefficient: -12482
Taxonomy Path: -0.0.2
Taxonomy Name:
Products with this tag: 5
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? |
|---|---|---|---|---|---|
| -12482 | 2.000160 | -0.0.2 | -2.0.0 (-(2*79^2)) | Yes | |
| 0 | 2.000320 | 0 | 0 (0) | No | |
| -50403 | 4.000000 | -1.6.8 | -8.6.1 (-(8*79^2 + 6*79 + 1)) | No | |
| 81608 | 4.000000 | 1.6.13 | 13.6.1 (13*79^2 + 6*79 + 1) | No |
These are the training products that have the "COACHELLA" tag (processing sequence 2642). 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) | 81608 | PYRITE, BRACELET, BETTER TOGETHER, CHARM | 94090 | ONYX, CARNELIAN, BOHO | ||
| 272 | Rise Above Multi Strand Necklace | 0 | DAINTY, NECKLACE, BETTER TOGETHER | 12482 | BOHO | ||
| 251 | Citrine Cluster Earrings | -12482 | EARRINGS, DANGLE, DAINTY | 0 | none | ||
| 269 | Howlite Rectangle Mixed Chain Necklace | -12482 | DANGLE, DAINTY, NECKLACE | 0 | none | ||
| 257 | Faceted Citrine Drop Necklace | -50403 | DAINTY, NECKLACE | -37921 | none |