Fold 4 - Understanding why coefficient -78948730 was selected
Tag: PLANT
Selected Coefficient: -78948730
Taxonomy Path: -1.1.10.2.2
Taxonomy Name:
Products with this tag: 4
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? |
|---|---|---|---|---|---|
| -78948730 | 3.000000 | -1.1.10.2.2 | -2.2.10.1.1 (-(2*79^4 + 2*79^3 + 10*79^2 + 79 + 1)) | Yes | |
| 0 | 3.000000 | 0 | 0 (0) | No | |
| 174999 | 3.000000 | 14.3.28 | 28.3.14 (28*79^2 + 3*79 + 14) | Home & Garden > Decor > Dried Flowers | No |
| 556947971 | 3.000000 | 25.14.49.23.14 | 14.23.49.14.25 (14*79^4 + 23*79^3 + 49*79^2 + 14*79 + 25) | No |
These are the training products that have the "PLANT" tag (processing sequence 3868). 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 |
|---|---|---|---|---|---|---|---|
| 5886 | Vintage Black Oversized Sweatshirt | 556947971 | GRAPHIC PRINT, ATHLEISURE, OVERSIZED, PREMIUM | 635896701 | none | ||
| 18204 | Crafting Lavender | 174999 | Home & Garden > Decor > Dried Flowers | none | 79123729 | none | |
| 17626 | Holiday Holly Dog Bandana | 0 | DOG BANDANA | 78948730 | Apparel & Accessories > Clothing > Outerwear > Coats & Jackets > Bomber Jackets | none | |
| 4301 | Sprigs Men's Bomber Jacket | -78948730 | BLACK FRIDAY, JACKET | 0 | none |