Fold 3 - Understanding why coefficient -4025525 was selected
Tag: TEENS
Selected Coefficient: -4025525
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? |
|---|---|---|---|---|---|
| -4025525 | 2.000000 | -1.1.13.8 | -8.13.1.1 (-(8*79^3 + 13*79^2 + 79 + 1)) | Yes | |
| -2433990 | 3.000000 | -0.0.74.4 | -4.74.0.0 (-(4*79^3 + 74*79^2)) | No | |
| -1454236 | 3.000000 | -4.1.75.2 | -2.75.1.4 (-(2*79^3 + 75*79^2 + 79 + 4)) | No |
These are the training products that have the "TEENS" tag (processing sequence 2877). 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 |
|---|---|---|---|---|---|---|---|
| 5382 | Airbrush Born in the 80s Shirt Design | -1454236 | DESIGN, PINK, BRICKS, 90S, BABY, T-SHIRT | 2571289 | none | ||
| 5497 | Airbrush Hot Girl Shirt Design | -2433990 | DESIGN, PINK, COLOR, T-SHIRT | 1591535 | Apparel & Accessories > Clothing > Socks > Crew Socks | none | |
| 5500 | Airbrush Taurus Shirt Design | -4025525 | DESIGN, PINK, ORANGE, COLOR, T-SHIRT | 0 | none | ||
| 9488 | Airbrush Beyonce Renaissance Tour Shirt | -4025525 | DESIGN, PINK, BLUE, HEARTS, T-SHIRT | 0 | none |