Fold 3 - Understanding why coefficient 40593 was selected
Tag: FESTIVALLIFE
Selected Coefficient: 40593
Taxonomy Path: 52.3.8
Taxonomy Name:
Products with this tag: 4
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? |
|---|---|---|---|---|---|
| 40593 | 2.000000 | 52.3.8 | 8.3.52 (8*71^2 + 3*71 + 52) | Yes | |
| -55523 | 3.000000 | -1.1.11 | -11.1.1 (-(11*71^2 + 71 + 1)) | No | |
| 40578 | 3.000000 | 37.3.8 | 8.3.37 (8*71^2 + 3*71 + 37) | No |
These are the training products that have the "FESTIVALLIFE" tag (processing sequence 747). 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) | 40593 | ALYCIÆNGEL, BRACELET | 0 | WOOD | ||
| 272 | Rise Above Multi Strand Necklace | 40593 | NECKLACE, ALYCIÆNGEL | 0 | none | ||
| 294 | Farm Sanctuary Intention Bracelet | 40578 | GOLD, ALYCIÆNGEL, BRACELET | -15 | WOOD | ||
| 269 | Howlite Rectangle Mixed Chain Necklace | -55523 | NECKLACE, WHITE | -96116 | none |