Fold 3 - Understanding why coefficient -9905781 was selected
Tag: NEON GREEN
Selected Coefficient: -9905781
Taxonomy Path: -3.3.48.27
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? |
|---|---|---|---|---|---|
| -9905781 | 3.000000 | -3.3.48.27 | -27.48.3.3 (-(27*71^3 + 48*71^2 + 3*71 + 3)) | Yes | |
| -8726115 | 3.000000 | -2.2.27.24 | -24.27.2.2 (-(24*71^3 + 27*71^2 + 2*71 + 2)) | No | |
| 4319782 | 3.000000 | 0.66.4.12 | 12.4.66.0 (12*71^3 + 4*71^2 + 66*71) | No | |
| 4360537 | 3.000000 | 1.1.13.12 | 12.13.1.1 (12*71^3 + 13*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Clothing Tops > Sweaters | No |
These are the training products that have the "NEON GREEN" tag (processing sequence 1742). 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 |
|---|---|---|---|---|---|---|---|
| 5469 | Airbrush Millenium Tour Shirt Design | 4360537 | Apparel & Accessories > Clothing > Clothing Tops > Sweaters | DESIGN, MILLENNIUM TOUR, 2021, 90S | 14266318 | none | |
| 5395 | Airbrush 90's Green Boombox Shirt Design | 4319782 | DESIGN, BLACK, NECKLACE, BRICKS, YELLOW | 14225563 | none | ||
| 5093 | Airbrush 1997 Green Hearts Crop Top And Jogger Set | -8726115 | WHITE, JOGGERS, 2000S | 1179666 | SETS, TOP AND BOTTOM | ||
| 5342 | Airbrush ZOA Shirt Design | -9905781 | DESIGN, BLACK, BLUE, T-SHIRT, ORANGE, COLORFUL | 0 | none |