Fold 0 - Understanding why coefficient 3532486 was selected
Tag: BONSAI
Selected Coefficient: 3532486
Taxonomy Path: 1.1.13.7
Taxonomy Name: Apparel & Accessories > Clothing > Clothing Tops > Shirts
Products with this tag: 5
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? |
|---|---|---|---|---|---|
| 3532486 | 2.000004 | 1.1.13.7 | 7.13.1.1 (7*79^3 + 13*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Clothing Tops > Shirts | Yes |
| 5997681 | 2.000004 | 1.1.13.12 | 12.13.1.1 (12*79^3 + 13*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Clothing Tops > Sweaters | No |
| 1560330 | 2.000004 | 1.1.13.3 | 3.13.1.1 (3*79^3 + 13*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Clothing Tops > Cardigans | No |
| 0 | 3.000002 | 0 | 0 (0) | No | |
| 2958234 | 3.000002 | 0.0.0.6 | 6.0.0.0 (6*79^3) | No |
These are the training products that have the "BONSAI" tag (processing sequence 849). 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 | 5997681 | Apparel & Accessories > Clothing > Clothing Tops > Sweaters | none | 2465195 | CLOTHING-SIZE-XS, MULTI | |
| 8784 | Bonsai Boomerang Bowling Shirt - Ivory | 3532486 | Apparel & Accessories > Clothing > Clothing Tops > Shirts | none | 0 | CLOTHING-SIZE-L, SHIRTS | |
| 8844 | Bonsai Spray Dyed Polo Sweatshirt - Light Green | 2958234 | GREEN | -574252 | CLOTHING-SIZE-L, POLOS, SWEATERS | ||
| 8964 | Bonsai Beehive Mohair Cardigan - Hexagon | 1560330 | Apparel & Accessories > Clothing > Clothing Tops > Cardigans | none | -1972156 | SWEATERS | |
| 8854 | Bonsai Spray Dyed Oversized Tee - Blue/Green | 0 | GREEN | -3532486 | CLOTHING-SIZE-L |