Fold 4 - Understanding why coefficient -4360537 was selected
Tag: 2000S
Selected Coefficient: -4360537
Taxonomy Path: -1.1.13.12
Taxonomy Name:
Products with this tag: 7
Unique residual values tried: 3
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 | |
| 3286804 | 4.000000 | 1.1.13.9 | 9.13.1.1 (9*71^3 + 13*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Clothing Tops > Tank Tops | No |
| 0 | 6.000000 | 0 | 0 (0) | No |
These are the training products that have the "2000S" tag (processing sequence 98). 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 |
|---|---|---|---|---|---|---|---|
| 5228 | Airbrush Hearts Crop Top Design | 3286804 | Apparel & Accessories > Clothing > Clothing Tops > Tank Tops | none | 7647341 | TANK TOP | |
| 5259 | Airbrush Lucky Crop Top | 3286804 | Apparel & Accessories > Clothing > Clothing Tops > Tank Tops | none | 7647341 | TANK TOP | |
| 5329 | Airbrush 2000s Baby Crop Top | 3286804 | Apparel & Accessories > Clothing > Clothing Tops > Tank Tops | none | 7647341 | TANK TOP | |
| 5485 | Airbrush For The '99 and the 2000 Shirt Design | 0 | DESIGN | 4360537 | Apparel & Accessories > Clothing > Clothing Tops > Sweaters | none | |
| 5081 | Airbrush 1995 Crop Top And Jogger Set | -4360537 | JOGGERS, WHITE | 0 | TANK TOP | ||
| 5093 | Airbrush 1997 Green Hearts Crop Top And Jogger Set | -4360537 | JOGGERS, WHITE | 0 | TANK TOP | ||
| 5176 | Airbrush 1995 Crop Top And Jogger Set | -4360537 | JOGGERS, WHITE | 0 | GRAY, TANK TOP |