Fold 2 - Understanding why coefficient -12064963 was selected
Tag: BRICKS
Selected Coefficient: -12064963
Taxonomy Path: -4.14.37.24
Taxonomy Name:
Products with this tag: 5
Unique residual values tried: 5
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? |
|---|---|---|---|---|---|
| -12064963 | 3.012658 | -4.14.37.24 | -24.37.14.4 (-(24*79^3 + 37*79^2 + 14*79 + 4)) | Yes | |
| 574247 | 3.012658 | 75.0.13.1 | 1.13.0.75 (493039 + 13*79^2 + 75) | No | |
| -12981440 | 4.000000 | -2.2.26.26 | -26.26.2.2 (-(26*79^3 + 26*79^2 + 2*79 + 2)) | No | |
| -50403 | 4.000000 | -1.6.8 | -8.6.1 (-(8*79^2 + 6*79 + 1)) | No | |
| 599295 | 4.000000 | 1.2.17.1 | 1.17.2.1 (493039 + 17*79^2 + 2*79 + 1) | Apparel & Accessories > Clothing Accessories > Hats > Baseball Caps | No |
These are the training products that have the "BRICKS" tag (processing sequence 862). 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 | 599295 | Apparel & Accessories > Clothing Accessories > Hats > Baseball Caps | DESIGN, BLUE, 90S | 12664258 | NAME, NUMBERS | |
| 5382 | Airbrush Born in the 80s Shirt Design | 574247 | DESIGN, PINK, RED, 90S, BABY | 12639210 | COOL, SOCIAL MEDIA, T-SHIRT, TEENS | ||
| 5395 | Airbrush 90's Green Boombox Shirt Design | -50403 | DESIGN, NECKLACE | 12014560 | NAME | ||
| 5450 | Airbrush 90's Neon Boombox Shirt Design | -12064963 | DESIGN, NECKLACE, GOLD, PINK, BLUE | 0 | NAME | ||
| 5437 | Airbrush Scorpio Szn Shirt Design | -12981440 | DESIGN, GREEN, BLUE | -916477 | none |