Fold 2 - Understanding why coefficient -4025525 was selected
Tag: COOL
Selected Coefficient: -4025525
Taxonomy Path: -1.1.13.8
Taxonomy Name:
Products with this tag: 5
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? |
|---|---|---|---|---|---|
| -4025525 | 2.000000 | -1.1.13.8 | -8.13.1.1 (-(8*79^3 + 13*79^2 + 79 + 1)) | Yes | |
| -8051050 | 4.000000 | -2.2.26.16 | -16.26.2.2 (-(16*79^3 + 26*79^2 + 2*79 + 2)) | No | |
| 0 | 4.000000 | 0 | 0 (0) | No |
These are the training products that have the "COOL" tag (processing sequence 1909). 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 | 0 | SANDAL | 4025525 | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | none | |
| 5342 | Airbrush ZOA Shirt Design | -4025525 | LETTERS, T-SHIRT | 0 | none | ||
| 5382 | Airbrush Born in the 80s Shirt Design | -4025525 | LETTERS, T-SHIRT | 0 | BABY | ||
| 5501 | Airbrush Est. 1998 Shirt Design | -4025525 | LETTERS, T-SHIRT | 0 | none | ||
| 9488 | Airbrush Beyonce Renaissance Tour Shirt | -8051050 | LETTERS, CONCERT, T-SHIRT | -4025525 | HEARTS |