Fold 4 - Understanding why coefficient -653 was selected
Tag: ADJUSTABLE
Selected Coefficient: -653
Taxonomy Path: -14.9
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? |
|---|---|---|---|---|---|
| -653 | 2.014085 | -14.9 | -9.14 (-(9*71 + 14)) | Yes | |
| -368220 | 2.028169 | -14.3.2.1 | -1.2.3.14 (-(357911 + 2*71^2 + 3*71 + 14)) | No | |
| -408813 | 4.000000 | -66.6.10.1 | -1.10.6.66 (-(357911 + 10*71^2 + 6*71 + 66)) | No | |
| 2928240 | 4.000000 | 58.62.12.8 | 8.12.62.58 (8*71^3 + 12*71^2 + 62*71 + 58) | No |
These are the training products that have the "ADJUSTABLE" tag (processing sequence 364). 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 |
|---|---|---|---|---|---|---|---|
| 7108 | BARN HAIR DON'T CARE TRUCKER MESH | 2928240 | MESH, CAP, GRAY | 2928893 | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | EMBROIDERED, HAIR | |
| 7205 | I LOVE MY DOG TRUCKER MESH CAP | -653 | BLACK, MESH, CAP, GRAY | 0 | EMBROIDERED, HAIR | ||
| 7219 | MAMA TRUCKER MESH | -653 | BLACK, MESH, CAP, GRAY | 0 | EMBROIDERED | ||
| 272 | Rise Above Multi Strand Necklace | -368220 | NECKLACE, GIFT | -367567 | ALYCIÆNGEL, BRIOLETTE, COACHELLA | ||
| 228 | St Christopher Medal Rose Quartz Necklace | -408813 | NECKLACE, GIFT | -408160 | ALYCIÆNGEL |