Fold 2 - Understanding why coefficient -5011603 was selected
Tag: BONSAI
Selected Coefficient: -5011603
Taxonomy Path: -1.1.13.10
Taxonomy Name:
Products with this tag: 4
Unique residual values tried: 4
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? |
|---|---|---|---|---|---|
| -5011603 | 1.000004 | -1.1.13.10 | -10.13.1.1 (-(10*79^3 + 13*79^2 + 79 + 1)) | Yes | |
| -4518564 | 1.000004 | -1.1.13.9 | -9.13.1.1 (-(9*79^3 + 13*79^2 + 79 + 1)) | No | |
| -3039447 | 1.000004 | -1.1.13.6 | -6.13.1.1 (-(6*79^3 + 13*79^2 + 79 + 1)) | No | |
| -2465195 | 3.000000 | -0.0.0.5 | -5.0.0.0 (-(5*79^3)) | No |
These are the training products that have the "BONSAI" tag (processing sequence 3225). 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 |
|---|---|---|---|---|---|---|---|
| 8845 | Bonsai Spray Dyed Crewneck - Blue/Green | -2465195 | GREEN, SWEATSHIRTS | 2546408 | Apparel & Accessories > Clothing > Clothing Tops > Overshirts | none | |
| 8844 | Bonsai Spray Dyed Polo Sweatshirt - Light Green | -3039447 | GREEN, CLOTHING-SIZE-L, POLOS | 1972156 | none | ||
| 8797 | Bonsai Boomerang Bowling Shirt - White | -4518564 | CLOTHING-SIZE-L, SHIRTS | 493039 | none | ||
| 8783 | Bonsai Spray Dyed Basketball Shorts - Light Green | -5011603 | GREEN, SHORTS | 0 | none |