Fold 1 - Understanding why coefficient 441159 was selected
Tag: PILLOWS & COVERS
Selected Coefficient: 441159
Taxonomy Path: 14.3.64
Taxonomy Name:
Products with this tag: 3
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? |
|---|---|---|---|---|---|
| 441159 | 1.000000 | 14.3.64 | 64.3.14 (64*83^2 + 3*83 + 14) | Yes | |
| 0 | 2.000000 | 0 | 0 (0) | No |
These are the training products that have the "PILLOWS & COVERS" tag (processing sequence 3606). 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 |
|---|---|---|---|---|---|---|---|
| 33541 | Eat Sleep SKI jeans blue - Throw Pillow | 441159 | none | 0 | none | ||
| 33596 | Eat Sleep SKI red - Throw Pillow | 441159 | none | 0 | none | ||
| 33593 | Eat Sleep SKI - Pillow | 0 | EAT SLEEP SKI | -441159 | none |