Fold 2 - Understanding why coefficient -117705260 was selected
Tag: HORIZONTAL
Selected Coefficient: -117705260
Taxonomy Path: -0.0.58.1.3
Taxonomy Name:
Products with this tag: 3
Unique residual values tried: 3
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? |
|---|---|---|---|---|---|
| -117705260 | 2.000000 | -0.0.58.1.3 | -3.1.58.0.0 (-(3*79^4 + 493039 + 58*79^2)) | Yes | |
| -104698776 | 2.000000 | -76.75.27.54.2 | -2.54.27.75.76 (-(2*79^4 + 54*79^3 + 27*79^2 + 75*79 + 76)) | No | |
| 6983759 | 2.000000 | 1.1.13.14 | 14.13.1.1 (14*79^3 + 13*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Clothing Tops > Sweatshirts | No |
These are the training products that have the "HORIZONTAL" tag (processing sequence 1695). 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 |
|---|---|---|---|---|---|---|---|
| 7871 | Roebling Suspension Bridge, Early Morning | 6983759 | Apparel & Accessories > Clothing > Clothing Tops > Sweatshirts | BLUE, RED, OIL | 124689019 | MEDIUM SIZE, NATURE | |
| 7894 | Neutral Tray | -104698776 | ABSTRACT | 13006484 | none | ||
| 7896 | Rainbow Tray | -117705260 | GREEN, BLUE, RED, ABSTRACT | 0 | none |