Fold 4 - Understanding why coefficient -14460557 was selected
Tag: KARDASHIAN
Selected Coefficient: -14460557
Taxonomy Path: -2.2.26.29
Taxonomy Name:
Products with this tag: 2
Unique residual values tried: 2
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? |
|---|---|---|---|---|---|
| -14460557 | 1.000000 | -2.2.26.29 | -29.26.2.2 (-(29*79^3 + 26*79^2 + 2*79 + 2)) | Yes | |
| 5997681 | 1.000000 | 1.1.13.12 | 12.13.1.1 (12*79^3 + 13*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Clothing Tops > Sweaters | No |
These are the training products that have the "KARDASHIAN" tag (processing sequence 1845). 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 |
|---|---|---|---|---|---|---|---|
| 1081 | Wide Rib Crop Pullover | 5997681 | Apparel & Accessories > Clothing > Clothing Tops > Sweaters | none | 20458238 | none | |
| 888 | Distressed Cropped Oxford | -14460557 | ROSE, BUTTON DOWN, GOOD AMERICAN | 0 | none |