Fold 1 - Understanding why coefficient 166 was selected
Tag: GADGET
Selected Coefficient: 166
Taxonomy Path: 8.2
Taxonomy Name: Electronics > Audio
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? |
|---|---|---|---|---|---|
| 166 | 2.012658 | 8.2 | 2.8 (2*79 + 8) | Electronics > Audio | Yes |
| 2022645 | 2.012658 | 8.7.8.4 | 4.8.7.8 (4*79^3 + 8*79^2 + 7*79 + 8) | Electronics > Electronics Accessories > Computer Accessories > Handheld Device Accessories | No |
| 0 | 3.000000 | 0 | 0 (0) | No | |
| 725 | 3.000000 | 14.9 | 9.14 (9*79 + 14) | Home & Garden > Household Appliances | No |
These are the training products that have the "GADGET" tag (processing sequence 4327). 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 |
|---|---|---|---|---|---|---|---|
| 7971 | Funny 3D Kitten Cases | 2022645 | Electronics > Electronics Accessories > Computer Accessories > Handheld Device Accessories | none | 2022479 | none | |
| 5077 | MOSQUITO DESTROYER LAMP | 725 | Home & Garden > Household Appliances | none | 559 | HEALTH | |
| 5079 | PORTABLE ROLL UP PIANO FOR PIANISTS AND BEGINNERS | 166 | Electronics > Audio | none | 0 | none | |
| 5090 | Data Protection Stamp | 0 | BEST | -166 | none |