Fold 3 - Understanding why coefficient -2550746 was selected
Tag: LEISURE
Selected Coefficient: -2550746
Taxonomy Path: -0.0.9.7
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? |
|---|---|---|---|---|---|
| -2550746 | 2.000000 | -0.0.9.7 | -7.9.0.0 (-(7*71^3 + 9*71^2)) | Yes | |
| -2213071 | 2.000000 | -1.1.13.6 | -6.13.1.1 (-(6*71^3 + 13*71^2 + 71 + 1)) | No | |
| 20236 | 2.000000 | 1.1.4 | 4.1.1 (4*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Dresses | No |
These are the training products that have the "LEISURE" tag (processing sequence 1573). 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 |
|---|---|---|---|---|---|---|---|
| 281 | EZ Dress, LIGHT Jersey | 20236 | Apparel & Accessories > Clothing > Dresses | WOMEN, AIR | 2570982 | Apparel & Accessories > Clothing > Clothing Tops > Shirts | MICROMODAL |
| 261 | Baby Tee, LIGHT Jersey | -2213071 | TOP, WOMEN, AIR, FALL | 337675 | MICROMODAL | ||
| 283 | EZ Dress, SHEER Jersey | -2550746 | JERSEY, WOMEN, AIR | 0 | none |