Fold 3 - Understanding why coefficient -493039 was selected
Tag: BONSAI
Selected Coefficient: -493039
Taxonomy Path: -0.0.0.1
Taxonomy Name:
Products with this tag: 7
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? |
|---|---|---|---|---|---|
| -493039 | 1.000008 | -0.0.0.1 | -1.0.0.0 (-(493039)) | Yes | |
| 0 | 1.000008 | 0 | 0 (0) | No | |
| -5423429 | 1.000010 | -0.0.0.11 | -11.0.0.0 (-(11*79^3)) | No | |
| 3944312 | 1.000010 | 0.0.0.8 | 8.0.0.0 (8*79^3) | No | |
| 2059610 | 6.000000 | 1.1.14.4 | 4.14.1.1 (4*79^3 + 14*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Shorts > Short Trousers | No |
These are the training products that have the "BONSAI" tag (processing sequence 4179). 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 |
|---|---|---|---|---|---|---|---|
| 8844 | Bonsai Spray Dyed Polo Sweatshirt - Light Green | 3944312 | POLOS | 4437351 | none | ||
| 8783 | Bonsai Spray Dyed Basketball Shorts - Light Green | 2059610 | Apparel & Accessories > Clothing > Shorts > Short Trousers | none | 2552649 | Apparel & Accessories > Clothing > Shorts > Denim Shorts | none |
| 8845 | Bonsai Spray Dyed Crewneck - Blue/Green | 0 | SWEATSHIRTS | 493039 | none | ||
| 8854 | Bonsai Spray Dyed Oversized Tee - Blue/Green | 0 | TEES | 493039 | none | ||
| 8784 | Bonsai Boomerang Bowling Shirt - Ivory | -493039 | SHIRTS | 0 | none | ||
| 8797 | Bonsai Boomerang Bowling Shirt - White | -493039 | SHIRTS | 0 | none | ||
| 8964 | Bonsai Beehive Mohair Cardigan - Hexagon | -5423429 | SWEATSHIRTS | -4930390 | none |