Fold 3 - Understanding why coefficient -193060 was selected
Tag: UNDER $15
Selected Coefficient: -193060
Taxonomy Path: -63.73.30
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? |
|---|---|---|---|---|---|
| -193060 | 2.000000 | -63.73.30 | -30.73.63 (-(30*79^2 + 73*79 + 63)) | Yes | |
| 0 | 2.000000 | 0 | 0 (0) | No | |
| 197079011 | 2.000000 | 2.9.57.4.5 | 5.4.57.9.2 (5*79^4 + 4*79^3 + 57*79^2 + 9*79 + 2) | No |
These are the training products that have the "UNDER $15" tag (processing sequence 4080). 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 |
|---|---|---|---|---|---|---|---|
| 18249 | Trekkie Sketch Mug with Colored Interior | 197079011 | GIFT IDEAS, MISC | 197272071 | none | ||
| 18271 | LLAP Face Masks | 0 | MISC | 193060 | none | ||
| 18241 | Remembering Leonard Nimoy - Blu-ray Edition | -193060 | MISC | 0 | none |