Fold 3 - Understanding why coefficient 8 was selected
Tag: GADGETS
Selected Coefficient: 8
Taxonomy Path: 8
Taxonomy Name: Electronics
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? |
|---|---|---|---|---|---|
| 8 | 1.012658 | 8 | 8 (8) | Electronics | Yes |
| 499841 | 1.012658 | 8.7.1.1 | 1.1.7.8 (493039 + 6241 + 7*79 + 8) | Electronics > Electronics Accessories > Adapters > Audio & Video Cable Adapters & Couplers | No |
| 1349 | 2.000000 | 6.17 | 17.6 (17*79 + 6) | Business & Industrial > Manufacturing | No |
These are the training products that have the "GADGETS" tag (processing sequence 3670). 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 |
|---|---|---|---|---|---|---|---|
| 16576 | 2 IN 1 FAST CHARGING LIGHTNING ADAPTER WITH RING PHONE HOLDER | 499841 | Electronics > Electronics Accessories > Adapters > Audio & Video Cable Adapters & Couplers | none | 499833 | none | |
| 16548 | RING ENLARGER STICK - RING STRETCHER EXPANDER MANDREL | 1349 | Business & Industrial > Manufacturing | none | 1341 | none | |
| 16721 | LINT REMOVER ELECTRIC FABRIC DEFUZZER SWEATER SHAVER | 8 | Electronics | none | 0 | none |