Fold 4 - Understanding why coefficient -7360858 was selected
Tag: BRICKS
Selected Coefficient: -7360858
Taxonomy Path: -4.14.40.20
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? |
|---|---|---|---|---|---|
| -7360858 | 3.000000 | -4.14.40.20 | -20.40.14.4 (-(20*71^3 + 40*71^2 + 14*71 + 4)) | Yes | |
| -7289430 | 3.000000 | -2.2.26.20 | -20.26.2.2 (-(20*71^3 + 26*71^2 + 2*71 + 2)) | No | |
| -4360537 | 3.000000 | -1.1.13.12 | -12.13.1.1 (-(12*71^3 + 13*71^2 + 71 + 1)) | No | |
| 0 | 3.000000 | 0 | 0 (0) | No |
These are the training products that have the "BRICKS" tag (processing sequence 140). 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 | 0 | DESIGN | 7360858 | none | ||
| 5159 | Airbrush Bubble Font Crop Top And Jogger Set | -4360537 | BLUE, WHITE, JOGGERS | 3000321 | none | ||
| 5437 | Airbrush Scorpio Szn Shirt Design | -7289430 | DESIGN, BLUE, GREEN | 71428 | none | ||
| 5450 | Airbrush 90's Neon Boombox Shirt Design | -7360858 | DESIGN, GOLD, BLUE, BLACK, NECKLACE | 0 | none |