Fold 4 - Understanding why coefficient -1714780 was selected
Tag: BEDDING
Selected Coefficient: -1714780
Taxonomy Path: -0.76.82.2
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? |
|---|---|---|---|---|---|
| -1714780 | 1.012048 | -0.76.82.2 | -2.82.76.0 (-(2*83^3 + 82*83^2 + 76*83)) | Yes | |
| 4713072 | 1.012048 | 0.12.20.8 | 8.20.12.0 (8*83^3 + 20*83^2 + 12*83) | No | |
| 1212548 | 2.000000 | 1.1.10.2 | 2.10.1.1 (2*83^3 + 10*83^2 + 83 + 1) | No |
These are the training products that have the "BEDDING" tag (processing sequence 6196). 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 |
|---|---|---|---|---|---|---|---|
| 29045 | Light Blue & White Quatrefoil Pillow | 4713072 | PILLOWS | 6427852 | none | ||
| 33194 | Willow Wellness Hoodie Blanket | 1212548 | none | 2927328 | MERCHANDISE | ||
| 18830 | Koala Organic Cotton Muslin Swaddle | -1714780 | BABY, SHOWER GIFT | 0 | none |