Fold 1 - Understanding why coefficient -101798753 was selected
Tag: KITCHEN MAINTENANCE & ORGANIZATION
Selected Coefficient: -101798753
Taxonomy Path: -0.0.3.12.2
Taxonomy Name:
Products with this tag: 4
Unique residual values tried: 4
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? |
|---|---|---|---|---|---|
| -101798753 | 0.024242 | -0.0.3.12.2 | -2.12.3.0.0 (-(2*83^4 + 12*83^3 + 3*83^2)) | Yes | |
| 0 | 0.024242 | 0 | 0 (0) | No | |
| -55361 | 0.036145 | -0.3.8 | -8.3.0 (-(8*83^2 + 3*83)) | No | |
| 147576075 | 0.036145 | 0.82.7.9.3 | 3.9.7.82.0 (3*83^4 + 9*83^3 + 7*83^2 + 82*83) | No |
These are the training products that have the "KITCHEN MAINTENANCE & ORGANIZATION" tag (processing sequence 6723). 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 |
|---|---|---|---|---|---|---|---|
| 14973 | Mop and Broom Organizer Wall Mount | 147576075 | CLEANING ESSENTIALS | 249374828 | none | ||
| 15022 | Kitchen Towels | 0 | CLEANING ESSENTIALS | 101798753 | none | ||
| 15042 | Dishwasher Clean Dirty Magnet Sign | -55361 | CLEANING ESSENTIALS | 101743392 | none | ||
| 14990 | Silverware Organizer Tray | -101798753 | COOKING ACCESSORY | 0 | none |