Fold 4 - Understanding why coefficient -4531297 was selected
Tag: COACHELLA
Selected Coefficient: -4531297
Taxonomy Path: -15.4.15.9
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? |
|---|---|---|---|---|---|
| -4531297 | 2.000000 | -15.4.15.9 | -9.15.4.15 (-(9*79^3 + 15*79^2 + 4*79 + 15)) | Yes | |
| 548765297 | 2.000000 | 13.5.2.7.14 | 14.7.2.5.13 (14*79^4 + 7*79^3 + 2*79^2 + 5*79 + 13) | No | |
| 550826061 | 2.000000 | 62.20.16.11.14 | 14.11.16.20.62 (14*79^4 + 11*79^3 + 16*79^2 + 20*79 + 62) | No |
These are the training products that have the "COACHELLA" tag (processing sequence 1022). 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 | 550826061 | NECKLACE, CITRINE, GIFT, ADJUSTABLE, ALYCIÆNGEL, BETTER TOGETHER, BOHO, BRIOLETTE | 555357358 | MOONSTONE | ||
| 270 | Intention Bracelet (Small) | 548765297 | CITRINE, GIFT, ALYCIÆNGEL, AMAZONITE, BETTER TOGETHER, BOHO | 553296594 | PYRITE, BRACELET, MOONSTONE, CHARM, LABRADORITE, SMOKY QUARTZ | ||
| 269 | Howlite Rectangle Mixed Chain Necklace | -4531297 | NECKLACE, WHITE, GIFT | 0 | none |