Fold 4 - Understanding why coefficient -1517368 was selected
Tag: ADJUSTABLE
Selected Coefficient: -1517368
Taxonomy Path: -15.10.6.3
Taxonomy Name:
Products with this tag: 5
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? |
|---|---|---|---|---|---|
| -1517368 | 1.012658 | -15.10.6.3 | -3.6.10.15 (-(3*79^3 + 6*79^2 + 10*79 + 15)) | Yes | |
| -556175 | 1.037975 | -15.9.10.1 | -1.10.9.15 (-(493039 + 10*79^2 + 9*79 + 15)) | No | |
| -555997 | 4.000000 | -74.6.10.1 | -1.10.6.74 (-(493039 + 10*79^2 + 6*79 + 74)) | No |
These are the training products that have the "ADJUSTABLE" tag (processing sequence 395). 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 |
|---|---|---|---|---|---|---|---|
| 228 | St Christopher Medal Rose Quartz Necklace | -555997 | NECKLACE, GIFT | 961371 | ALYCIÆNGEL, BETTER TOGETHER, BOHO | ||
| 272 | Rise Above Multi Strand Necklace | -556175 | NECKLACE, CITRINE, GIFT | 961193 | ALYCIÆNGEL, BETTER TOGETHER, BOHO, BRIOLETTE, COACHELLA, MOONSTONE | ||
| 7108 | BARN HAIR DON'T CARE TRUCKER MESH | -1517368 | CAP, MESH, GRAY | 0 | EMBROIDERED, HAIR | ||
| 7205 | I LOVE MY DOG TRUCKER MESH CAP | -1517368 | CAP, MESH, GRAY | 0 | EMBROIDERED, HAIR | ||
| 7219 | MAMA TRUCKER MESH | -1517368 | CAP, MESH, GRAY | 0 | EMBROIDERED |