Fold 0 - Understanding why coefficient -530645 was selected
Tag: PLANT
Selected Coefficient: -530645
Taxonomy Path: -2.2.6.1
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? |
|---|---|---|---|---|---|
| -530645 | 3.000000 | -2.2.6.1 | -1.6.2.2 (-(493039 + 6*79^2 + 2*79 + 2)) | Yes | |
| 15 | 3.000000 | 15 | 15 (15) | Luggage & Bags | No |
| 49929 | 3.000000 | 1.0.8 | 8.0.1 (8*79^2 + 1) | No | |
| 70960090 | 3.000000 | 78.77.72.64.1 | 1.64.72.77.78 (38950081 + 64*79^3 + 72*79^2 + 77*79 + 78) | No |
These are the training products that have the "PLANT" tag (processing sequence 4365). 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 | 70960090 | GRAPHIC PRINT, OUTERWEAR | 71490735 | none | ||
| 18204 | Crafting Lavender | 49929 | HOT | 580574 | HOME | ||
| 4301 | Sprigs Men's Bomber Jacket | 15 | Luggage & Bags | JACKET, BLACK FRIDAY | 530660 | none | |
| 17626 | Holiday Holly Dog Bandana | -530645 | GIRLY, DOG BANDANA | 0 | none |