Fold 3 - Understanding why coefficient -2928893 was selected
Tag: 90'S
Selected Coefficient: -2928893
Taxonomy Path: -1.1.13.8
Taxonomy Name:
Products with this tag: 9
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? |
|---|---|---|---|---|---|
| -2928893 | 6.000000 | -1.1.13.8 | -8.13.1.1 (-(8*71^3 + 13*71^2 + 71 + 1)) | Yes | |
| 0 | 6.000198 | 0 | 0 (0) | No | |
| -3190953 | 6.000397 | -0.0.65.8 | -8.65.0.0 (-(8*71^3 + 65*71^2)) | No | |
| -2923707 | 8.000000 | -69.69.11.8 | -8.11.69.69 (-(8*71^3 + 11*71^2 + 69*71 + 69)) | No | |
| -40770 | 8.000000 | -16.6.8 | -8.6.16 (-(8*71^2 + 6*71 + 16)) | No | |
| 5186 | 8.000000 | 3.2.1 | 1.2.3 (5041 + 2*71 + 3) | Arts & Entertainment > Hobbies & Creative Arts > Arts & Crafts | No |
These are the training products that have the "90'S" tag (processing sequence 138). 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 |
|---|---|---|---|---|---|---|---|
| 5466 | Airbrush King Flames Shirt Design | 5186 | Arts & Entertainment > Hobbies & Creative Arts > Arts & Crafts | DESIGN, FIRE | 2934079 | none | |
| 5394 | Airbrush Bomb Zodiac Shirt Design | 0 | DESIGN | 2928893 | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | none | |
| 5437 | Airbrush Scorpio Szn Shirt Design | 0 | DESIGN | 2928893 | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | none | |
| 5450 | Airbrush 90's Neon Boombox Shirt Design | -40770 | DESIGN, NECKLACE, GOLD | 2888123 | none | ||
| 5497 | Airbrush Hot Girl Shirt Design | -2923707 | DESIGN, T-SHIRT, FIRE | 5186 | Arts & Entertainment > Hobbies & Creative Arts > Arts & Crafts | none | |
| 5501 | Airbrush Est. 1998 Shirt Design | -2928893 | DESIGN, T-SHIRT | 0 | none | ||
| 5342 | Airbrush ZOA Shirt Design | -2928893 | DESIGN, T-SHIRT | 0 | none | ||
| 5500 | Airbrush Taurus Shirt Design | -2928893 | DESIGN, T-SHIRT | 0 | none | ||
| 956 | Good 90'S Jeans | -3190953 | ROSE | -262060 | KARDASHIAN |