Fold 3 - Understanding why coefficient -4518564 was selected
Tag: BONSAI
Selected Coefficient: -4518564
Taxonomy Path: -1.1.13.9
Taxonomy Name:
Products with this tag: 8
Unique residual values tried: 7
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? |
|---|---|---|---|---|---|
| -4518564 | 3.000006 | -1.1.13.9 | -9.13.1.1 (-(9*79^3 + 13*79^2 + 79 + 1)) | Yes | |
| -4025525 | 3.000008 | -1.1.13.8 | -8.13.1.1 (-(8*79^3 + 13*79^2 + 79 + 1)) | No | |
| -2053369 | 3.000008 | -1.1.13.4 | -4.13.1.1 (-(4*79^3 + 13*79^2 + 79 + 1)) | No | |
| -81213 | 3.000008 | -1.1.13 | -13.1.1 (-(13*79^2 + 79 + 1)) | No | |
| 1560330 | 6.000002 | 1.1.13.3 | 3.13.1.1 (3*79^3 + 13*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Clothing Tops > Cardigans | No |
| 237726011 | 6.000002 | 1.1.13.8.6 | 6.8.13.1.1 (6*79^4 + 8*79^3 + 13*79^2 + 79 + 1) | No | |
| 2958234 | 7.000000 | 0.0.0.6 | 6.0.0.0 (6*79^3) | No |
These are the training products that have the "BONSAI" tag (processing sequence 3233). 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 |
|---|---|---|---|---|---|---|---|
| 8826 | Bonsai Oversized Knit Vest - Orange/Azure | 237726011 | VESTS | 242244575 | MULTI | ||
| 8845 | Bonsai Spray Dyed Crewneck - Blue/Green | 2958234 | GREEN | 7476798 | none | ||
| 8964 | Bonsai Beehive Mohair Cardigan - Hexagon | 1560330 | Apparel & Accessories > Clothing > Clothing Tops > Cardigans | none | 6078894 | none | |
| 8844 | Bonsai Spray Dyed Polo Sweatshirt - Light Green | -81213 | GREEN, CLOTHING-SIZE-L, POLOS | 4437351 | none | ||
| 8783 | Bonsai Spray Dyed Basketball Shorts - Light Green | -2053369 | GREEN, SHORTS | 2465195 | none | ||
| 8854 | Bonsai Spray Dyed Oversized Tee - Blue/Green | -4025525 | GREEN, CLOTHING-SIZE-L | 493039 | none | ||
| 8797 | Bonsai Boomerang Bowling Shirt - White | -4518564 | CLOTHING-SIZE-L, SHIRTS | 0 | none | ||
| 8784 | Bonsai Boomerang Bowling Shirt - Ivory | -4518564 | CLOTHING-SIZE-L, SHIRTS | 0 | none |