Fold 4 - Understanding why coefficient -5997681 was selected
Tag: NUMBERS
Selected Coefficient: -5997681
Taxonomy Path: -1.1.13.12
Taxonomy Name:
Products with this tag: 6
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? |
|---|---|---|---|---|---|
| -5997681 | 3.000002 | -1.1.13.12 | -12.13.1.1 (-(12*79^3 + 13*79^2 + 79 + 1)) | Yes | |
| -2546408 | 3.000004 | -1.1.13.5 | -5.13.1.1 (-(5*79^3 + 13*79^2 + 79 + 1)) | No | |
| 0 | 4.000000 | 0 | 0 (0) | No | |
| 10135624 | 5.000000 | 3.3.44.20 | 20.44.3.3 (20*79^3 + 44*79^2 + 3*79 + 3) | No |
These are the training products that have the "NUMBERS" tag (processing sequence 2195). 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 |
|---|---|---|---|---|---|---|---|
| 5486 | Airbrush Millennium Tour With Bricks Shirt Design | 10135624 | DESIGN, BRICKS, 80S, 90S | 16133305 | none | ||
| 5469 | Airbrush Millenium Tour Shirt Design | 0 | DESIGN, 80S, 90S | 5997681 | Apparel & Accessories > Clothing > Clothing Tops > Sweaters | none | |
| 5496 | Airbrush Millennium Tour 2021 Shirt Design | 0 | DESIGN, 80S, 90S | 5997681 | Apparel & Accessories > Clothing > Clothing Tops > Sweaters | none | |
| 5470 | Airbrush Millenium Tour With Stars Shirt Design | -2546408 | DESIGN, 80S, 90S, NEON YELLOW | 3451273 | TOUR | ||
| 5428 | Airbrush Millennium Tour Design | -5997681 | DESIGN, BLUE, 80S, 90S | 0 | none | ||
| 5468 | Airbrush Millennium Tour Blue Splatter Shirt Design | -5997681 | DESIGN, BLUE, 80S, 90S | 0 | none |