Fold 4 - Understanding why coefficient -15550 was selected
Tag: COACHELLA
Selected Coefficient: -15550
Taxonomy Path: -1.6.3
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? |
|---|---|---|---|---|---|
| -15550 | 2.000000 | -1.6.3 | -3.6.1 (-(3*71^2 + 6*71 + 1)) | Yes | |
| -4319782 | 3.000000 | -0.66.4.12 | -12.4.66.0 (-(12*71^3 + 4*71^2 + 66*71)) | No | |
| 2590984 | 3.000000 | 52.69.16.7 | 7.16.69.52 (7*71^3 + 16*71^2 + 69*71 + 52) | No |
These are the training products that have the "COACHELLA" tag (processing sequence 571). 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 | 2590984 | ADJUSTABLE, ALYCIÆNGEL, CIRCLE | 2606534 | DAINTY | ||
| 270 | Intention Bracelet (Small) | -15550 | ALYCIÆNGEL, BRACELET | 0 | none | ||
| 271 | Intention Bracelet (Large) | -15550 | ALYCIÆNGEL, BRACELET | 0 | none | ||
| 269 | Howlite Rectangle Mixed Chain Necklace | -4319782 | WHITE | -4304232 | DAINTY |