Fold 4 - Understanding why coefficient -118885526 was selected
Tag: GADGET
Selected Coefficient: -118885526
Taxonomy Path: -6.9.10.4.3
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? |
|---|---|---|---|---|---|
| -118885526 | 2.000000 | -6.9.10.4.3 | -3.4.10.9.6 (-(3*79^4 + 4*79^3 + 10*79^2 + 9*79 + 6)) | Yes | |
| 0 | 2.000000 | 0 | 0 (0) | No | |
| 725 | 2.000000 | 14.9 | 9.14 (9*79 + 14) | Home & Garden > Household Appliances | No |
These are the training products that have the "GADGET" tag (processing sequence 1478). 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 |
|---|---|---|---|---|---|---|---|
| 5077 | MOSQUITO DESTROYER LAMP | 725 | Home & Garden > Household Appliances | none | 118886251 | none | |
| 5078 | Portable Leather USB Bracelet Charging Cable | 0 | BEST | 118885526 | none | ||
| 5079 | PORTABLE ROLL UP PIANO FOR PIANISTS AND BEGINNERS | -118885526 | ALL | 0 | none |