Fold 3 - Understanding why coefficient -571787 was selected
Tag: BONSAI
Selected Coefficient: -571787
Taxonomy Path: -0.0.0.1
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? |
|---|---|---|---|---|---|
| -571787 | 2.000003 | -0.0.0.1 | -1.0.0.0 (-(571787)) | Yes | |
| 0 | 2.000005 | 0 | 0 (0) | No | |
| 4574296 | 2.000005 | 0.0.0.8 | 8.0.0.0 (8*83^3) | No | |
| -4663937 | 5.000000 | -1.1.13.8 | -8.13.1.1 (-(8*83^3 + 13*83^2 + 83 + 1)) | No | |
| 4663937 | 5.000000 | 1.1.13.8 | 8.13.1.1 (8*83^3 + 13*83^2 + 83 + 1) | No |
These are the training products that have the "BONSAI" tag (processing sequence 6092). 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 |
|---|---|---|---|---|---|---|---|
| 8783 | Bonsai Spray Dyed Basketball Shorts - Light Green | 4663937 | CLOTHING-SIZE-XS, SHORTS | 5235724 | none | ||
| 8844 | Bonsai Spray Dyed Polo Sweatshirt - Light Green | 4574296 | POLOS | 5146083 | none | ||
| 8845 | Bonsai Spray Dyed Crewneck - Blue/Green | 0 | SWEATSHIRTS | 571787 | none | ||
| 8784 | Bonsai Boomerang Bowling Shirt - Ivory | -571787 | SHIRTS | 0 | none | ||
| 8797 | Bonsai Boomerang Bowling Shirt - White | -571787 | SHIRTS | 0 | none | ||
| 8854 | Bonsai Spray Dyed Oversized Tee - Blue/Green | -4663937 | TEES, T-SHIRTS | -4092150 | none |