Fold 3 - Understanding why coefficient -5997681 was selected
Tag: CLOUDS
Selected Coefficient: -5997681
Taxonomy Path: -1.1.13.12
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? |
|---|---|---|---|---|---|
| -5997681 | 2.000000 | -1.1.13.12 | -12.13.1.1 (-(12*79^3 + 13*79^2 + 79 + 1)) | Yes | |
| -10023206 | 3.000000 | -2.2.26.20 | -20.26.2.2 (-(20*79^3 + 26*79^2 + 2*79 + 2)) | No | |
| -2927029 | 3.000000 | -0.0.74.5 | -5.74.0.0 (-(5*79^3 + 74*79^2)) | No |
These are the training products that have the "CLOUDS" tag (processing sequence 180). 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 |
|---|---|---|---|---|---|---|---|
| 11314 | Heaven Cent | -2927029 | PINK | 3070652 | ATHLETIC | ||
| 9378 | Airbrush Pet w/ Wings Shirt Design | -5997681 | DESIGN, BLUE | 0 | none | ||
| 9389 | Airbrush RIP Portrait Shirt Design | -5997681 | DESIGN, BLUE | 0 | FULL, PORTRAIT | ||
| 9375 | Airbrush Pet w/ Wings And Clouds Memorial Shirt Design | -10023206 | DESIGN, PINK, BLUE | -4025525 | TEAL |