Fold 2 - Understanding why coefficient -1479117 was selected
Tag: NEON YELLOW
Selected Coefficient: -1479117
Taxonomy Path: -0.0.0.3
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? |
|---|---|---|---|---|---|
| -1479117 | 1.000162 | -0.0.0.3 | -3.0.0.0 (-(3*79^3)) | Yes | |
| 0 | 1.000162 | 0 | 0 (0) | No | |
| 5972637 | 1.000320 | 0.0.9.12 | 12.9.0.0 (12*79^3 + 9*79^2) | No | |
| 5997681 | 3.000000 | 1.1.13.12 | 12.13.1.1 (12*79^3 + 13*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Clothing Tops > Sweaters | No |
These are the training products that have the "NEON YELLOW" tag (processing sequence 2143). 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 |
|---|---|---|---|---|---|---|---|
| 5470 | Airbrush Millenium Tour With Stars Shirt Design | 5997681 | Apparel & Accessories > Clothing > Clothing Tops > Sweaters | DESIGN, PINK, 2021, 90S, NAME | 7476798 | NUMBERS, TOUR | |
| 5467 | Airbrush Bad AF Shirt Design | 5972637 | DESIGN, RED, NAME | 7451754 | none | ||
| 9359 | Airbrush Cat Portrait Shirt Design | 0 | DESIGN | 1479117 | none | ||
| 5249 | Airbrush Freaknik Dallas Crop Top | -1479117 | PINK | 0 | none |