Fold 3 - Understanding why coefficient -2485142 was selected
Tag: 2021
Selected Coefficient: -2485142
Taxonomy Path: -0.70.66.6
Taxonomy Name:
Products with this tag: 9
Unique residual values tried: 8
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? |
|---|---|---|---|---|---|
| -2485142 | 3.042455 | -0.70.66.6 | -6.66.70.0 (-(6*71^3 + 66*71^2 + 70*71)) | Yes | |
| -2127231 | 3.042455 | -0.70.66.5 | -5.66.70.0 (-(5*71^3 + 66*71^2 + 70*71)) | No | |
| -2928750 | 3.042650 | -0.70.12.8 | -8.12.70.0 (-(8*71^3 + 12*71^2 + 70*71)) | No | |
| 0 | 3.056338 | 0 | 0 (0) | No | |
| -397955 | 3.070423 | -0.67.7.1 | -1.7.67.0 (-(357911 + 7*71^2 + 67*71)) | No | |
| -2485146 | 8.000000 | -4.70.66.6 | -6.66.70.4 (-(6*71^3 + 66*71^2 + 70*71 + 4)) | No | |
| 4360537 | 8.000000 | 1.1.13.12 | 12.13.1.1 (12*71^3 + 13*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Clothing Tops > Sweaters | No |
| 8721074 | 8.000000 | 2.2.26.24 | 24.26.2.2 (24*71^3 + 26*71^2 + 2*71 + 2) | No |
These are the training products that have the "2021" tag (processing sequence 274). 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 | 8721074 | DESIGN, BRICKS, MILLENNIUM TOUR | 11206216 | 90S | ||
| 5469 | Airbrush Millenium Tour Shirt Design | 4360537 | Apparel & Accessories > Clothing > Clothing Tops > Sweaters | DESIGN, MILLENNIUM TOUR | 6845679 | 90S, NEON GREEN | |
| 5468 | Airbrush Millennium Tour Blue Splatter Shirt Design | 0 | DESIGN, BLUE, MILLENNIUM TOUR | 2485142 | 90S | ||
| 5470 | Airbrush Millenium Tour With Stars Shirt Design | 0 | DESIGN | 2485142 | 90S, MILLENNIUM | ||
| 8669 | BMW Motorsport PUMA Street Wallet | -397955 | BLACK | 2087187 | ADULT | ||
| 8670 | BMW Motorsports Puma Beanie- Black | -2127231 | BLACK | 357911 | ADULT, MD | ||
| 8731 | Scuderia AlphaTauri 2021 Italy GP Hat | -2485142 | WHITE | 0 | ADULT | ||
| 8798 | Formula 1 Tech Collection F1 Kids Large Logo Baseball Hat Black | -2485146 | BLACK, KIDS | -4 | none | ||
| 8785 | Formula 1 Tech Collection F1 Logo Lanyard Black | -2928750 | BLACK | -443608 | MD |