Fold 2 - Understanding why coefficient -1479117 was selected
Tag: HEARTS
Selected Coefficient: -1479117
Taxonomy Path: -0.0.0.3
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? |
|---|---|---|---|---|---|
| -1479117 | 1.000000 | -0.0.0.3 | -3.0.0.0 (-(3*79^3)) | 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 "HEARTS" tag (processing sequence 171). 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 |
|---|---|---|---|---|---|---|---|
| 14410 | Patchwork Heart in Denim/Khaki | 5997681 | Apparel & Accessories > Clothing > Clothing Tops > Sweaters | none | 7476798 | PULLOVER | |
| 5228 | Airbrush Hearts Crop Top Design | -1479117 | PINK | 0 | none |