Fold 1 - Understanding why coefficient -6419 was selected
Tag: LIFESTYLE
Selected Coefficient: -6419
Taxonomy Path: -20.2.1
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? |
|---|---|---|---|---|---|
| -6419 | 2.000000 | -20.2.1 | -1.2.20 (-(6241 + 2*79 + 20)) | Yes | |
| 0 | 2.000000 | 0 | 0 (0) | No | |
| 1404305 | 2.000000 | 1.1.67.2 | 2.67.1.1 (2*79^3 + 67*79^2 + 79 + 1) | No |
These are the training products that have the "LIFESTYLE" tag (processing sequence 2944). 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 |
|---|---|---|---|---|---|---|---|
| 8699 | Sistas Sisters Melanin Woman Blue and White Clothes Matching Outfit Classy Ladies SVG PNG JPG Cutting Files Vector Designs Print | 1404305 | CASUAL | 1410724 | none | ||
| 23497 | Miss Mighty Mouse Cushion | 0 | SINGLESDAY2022 | 6419 | Religious & Ceremonial > Religious Items > Prayer Beads | none | |
| 23491 | Keith Haring SoundQube - Blue | -6419 | BFS24, SALE | 0 | none |