Fold 1 - Understanding why coefficient -4360537 was selected
Tag: BRICKS
Selected Coefficient: -4360537
Taxonomy Path: -1.1.13.12
Taxonomy Name:
Products with this tag: 6
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? |
|---|---|---|---|---|---|
| -4360537 | 4.000000 | -1.1.13.12 | -12.13.1.1 (-(12*71^3 + 13*71^2 + 71 + 1)) | Yes | |
| 4355351 | 4.014085 | 69.69.11.12 | 12.11.69.69 (12*71^3 + 11*71^2 + 69*71 + 69) | No | |
| 7243489 | 4.014085 | 69.64.16.20 | 20.16.64.69 (20*71^3 + 16*71^2 + 64*71 + 69) | No | |
| -7360858 | 5.000000 | -4.14.40.20 | -20.40.14.4 (-(20*71^3 + 40*71^2 + 14*71 + 4)) | No | |
| 0 | 5.000000 | 0 | 0 (0) | No |
These are the training products that have the "BRICKS" tag (processing sequence 141). 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 |
|---|---|---|---|---|---|---|---|
| 5395 | Airbrush 90's Green Boombox Shirt Design | 7243489 | DESIGN, BLACK, NECKLACE, YELLOW | 11604026 | none | ||
| 5382 | Airbrush Born in the 80s Shirt Design | 4355351 | DESIGN, BLACK, T-SHIRT, YELLOW | 8715888 | none | ||
| 5486 | Airbrush Millennium Tour With Bricks Shirt Design | 0 | DESIGN | 4360537 | Apparel & Accessories > Clothing > Clothing Tops > Sweaters | none | |
| 5159 | Airbrush Bubble Font Crop Top And Jogger Set | -4360537 | BLUE, WHITE, JOGGERS | 0 | none | ||
| 5485 | Airbrush For The '99 and the 2000 Shirt Design | -4360537 | DESIGN, BLUE | 0 | none | ||
| 5450 | Airbrush 90's Neon Boombox Shirt Design | -7360858 | DESIGN, BLACK, GOLD, BLUE, NECKLACE | -3000321 | none |