Fold 2 - Understanding why coefficient 5997681 was selected
Tag: NUMBERS
Selected Coefficient: 5997681
Taxonomy Path: 1.1.13.12
Taxonomy Name: Apparel & Accessories > Clothing > Clothing Tops > Sweaters
Products with this tag: 6
Unique residual values tried: 6
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 | 3.000162 | 1.1.13.12 | 12.13.1.1 (12*79^3 + 13*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Clothing Tops > Sweaters | Yes |
| 7476798 | 3.000162 | 1.1.13.15 | 15.13.1.1 (15*79^3 + 13*79^2 + 79 + 1) | No | |
| 11970318 | 3.000320 | 1.1.22.24 | 24.22.1.1 (24*79^3 + 22*79^2 + 79 + 1) | No | |
| 0 | 5.000000 | 0 | 0 (0) | No | |
| 11995362 | 5.000000 | 2.2.26.24 | 24.26.2.2 (24*79^3 + 26*79^2 + 2*79 + 2) | No | |
| 18661939 | 5.000000 | 6.17.67.37 | 37.67.17.6 (37*79^3 + 67*79^2 + 17*79 + 6) | No |
These are the training products that have the "NUMBERS" tag (processing sequence 2190). 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 |
|---|---|---|---|---|---|---|---|
| 5485 | Airbrush For The '99 and the 2000 Shirt Design | 18661939 | DESIGN, BLUE, 90S, BRICKS, NAME | 12664258 | none | ||
| 5469 | Airbrush Millenium Tour Shirt Design | 11995362 | DESIGN, 2021, 90S, NAME | 5997681 | Apparel & Accessories > Clothing > Clothing Tops > Sweaters | none | |
| 5496 | Airbrush Millennium Tour 2021 Shirt Design | 11970318 | DESIGN, RED, 2021, 90S, NAME | 5972637 | none | ||
| 5470 | Airbrush Millenium Tour With Stars Shirt Design | 7476798 | DESIGN, PINK, 2021, 90S, NAME, NEON YELLOW | 1479117 | TOUR | ||
| 5468 | Airbrush Millennium Tour Blue Splatter Shirt Design | 5997681 | Apparel & Accessories > Clothing > Clothing Tops > Sweaters | DESIGN, BLUE, 2021, 90S, NAME | 0 | none | |
| 5428 | Airbrush Millennium Tour Design | 0 | DESIGN, PINK, BLUE, 2021, 90S, NAME | -5997681 | none |