Fold 4 - Understanding why coefficient -10135624 was selected
Tag: BRICKS
Selected Coefficient: -10135624
Taxonomy Path: -3.3.44.20
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? |
|---|---|---|---|---|---|
| -10135624 | 3.000000 | -3.3.44.20 | -20.44.3.3 (-(20*79^3 + 44*79^2 + 3*79 + 3)) | Yes | |
| -4025525 | 3.000000 | -1.1.13.8 | -8.13.1.1 (-(8*79^3 + 13*79^2 + 79 + 1)) | No | |
| -88324 | 3.000000 | -2.12.14 | -14.12.2 (-(14*79^2 + 12*79 + 2)) | No | |
| 0 | 3.000000 | 0 | 0 (0) | No |
These are the training products that have the "BRICKS" tag (processing sequence 174). 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 | 10135624 | 80S, 90S, NUMBERS | ||
| 5450 | Airbrush 90's Neon Boombox Shirt Design | -88324 | DESIGN, NECKLACE, GOLD | 10047300 | BLUE, 80S | ||
| 5437 | Airbrush Scorpio Szn Shirt Design | -4025525 | DESIGN, GREEN | 6110099 | BLUE, 80S | ||
| 5159 | Airbrush Bubble Font Crop Top And Jogger Set | -10135624 | JOGGERS, WHITE, ORANGE, TANK TOP | 0 | 2000S, BLUE, NEON YELLOW |