Fold 0 - Understanding why coefficient -5997681 was selected
Tag: BRICKS
Selected Coefficient: -5997681
Taxonomy Path: -1.1.13.12
Taxonomy Name:
Products with this tag: 7
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? |
|---|---|---|---|---|---|
| -5997681 | 4.012660 | -1.1.13.12 | -12.13.1.1 (-(12*79^3 + 13*79^2 + 79 + 1)) | Yes | |
| -4025525 | 4.012660 | -1.1.13.8 | -8.13.1.1 (-(8*79^3 + 13*79^2 + 79 + 1)) | No | |
| -50403 | 4.025316 | -1.6.8 | -8.6.1 (-(8*79^2 + 6*79 + 1)) | No | |
| 0 | 5.000000 | 0 | 0 (0) | No | |
| -15565294 | 5.012658 | -3.3.45.31 | -31.45.3.3 (-(31*79^3 + 45*79^2 + 3*79 + 3)) | No | |
| -6098487 | 5.012658 | -3.13.29.12 | -12.29.13.3 (-(12*79^3 + 29*79^2 + 13*79 + 3)) | No |
These are the training products that have the "BRICKS" tag (processing sequence 171). 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 | 0 | DESIGN | 5997681 | Apparel & Accessories > Clothing > Clothing Tops > Sweaters | 2000S, 90S, MILLENNIUM | |
| 5486 | Airbrush Millennium Tour With Bricks Shirt Design | 0 | DESIGN | 5997681 | Apparel & Accessories > Clothing > Clothing Tops > Sweaters | 2021, 90S | |
| 5395 | Airbrush 90's Green Boombox Shirt Design | -50403 | DESIGN, NECKLACE | 5947278 | NEON GREEN | ||
| 5437 | Airbrush Scorpio Szn Shirt Design | -4025525 | DESIGN, GREEN | 1972156 | none | ||
| 5382 | Airbrush Born in the 80s Shirt Design | -5997681 | DESIGN, PINK | 0 | 90S, BABY, T-SHIRT, TEENS | ||
| 5450 | Airbrush 90's Neon Boombox Shirt Design | -6098487 | DESIGN, GOLD, NECKLACE, PINK | -100806 | NEON GREEN | ||
| 5159 | Airbrush Bubble Font Crop Top And Jogger Set | -15565294 | PINK, JOGGERS, ORANGE, TANK TOP | -9567613 | 2000S |