Fold 1 - Understanding why coefficient -2928893 was selected
Tag: COOL
Selected Coefficient: -2928893
Taxonomy Path: -1.1.13.8
Taxonomy Name:
Products with this tag: 4
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? |
|---|---|---|---|---|---|
| -2928893 | 2.000000 | -1.1.13.8 | -8.13.1.1 (-(8*71^3 + 13*71^2 + 71 + 1)) | Yes | |
| -2918666 | 3.000000 | -69.69.10.8 | -8.10.69.69 (-(8*71^3 + 10*71^2 + 69*71 + 69)) | No | |
| 30815 | 3.000000 | 1.8.6 | 6.8.1 (6*71^2 + 8*71 + 1) | Apparel & Accessories > Shoes > Sandals | No |
These are the training products that have the "COOL" tag (processing sequence 608). 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 |
|---|---|---|---|---|---|---|---|
| 984 | Kamika 2 | 30815 | Apparel & Accessories > Shoes > Sandals | none | 2959708 | SANDAL | |
| 5497 | Airbrush Hot Girl Shirt Design | -2918666 | DESIGN, FIRE, T-SHIRT | 10227 | Arts & Entertainment > Hobbies & Creative Arts > Collectibles | none | |
| 5500 | Airbrush Taurus Shirt Design | -2928893 | DESIGN, T-SHIRT | 0 | none | ||
| 5501 | Airbrush Est. 1998 Shirt Design | -2928893 | DESIGN, T-SHIRT | 0 | none |