Fold 3 - Understanding why coefficient 8 was selected
Tag: GADGETS
Selected Coefficient: 8
Taxonomy Path: 8
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? |
|---|---|---|---|---|---|
| 8 | 1.012048 | 8 | 8 (8) | Yes | |
| 579265 | 1.012048 | 8.7.1.1 | 1.1.7.8 (571787 + 6889 + 7*83 + 8) | Electronics > Electronics Accessories > Adapters > Audio & Video Cable Adapters & Couplers | No |
| 1417 | 2.000000 | 6.17 | 17.6 (17*83 + 6) | No |
These are the training products that have the "GADGETS" tag (processing sequence 6228). 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 | 579265 | Electronics > Electronics Accessories > Adapters > Audio & Video Cable Adapters & Couplers | none | 579257 | none | |
| 16548 | RING ENLARGER STICK - RING STRETCHER EXPANDER MANDREL | 1417 | none | 1409 | none | ||
| 16721 | LINT REMOVER ELECTRIC FABRIC DEFUZZER SWEATER SHAVER | 8 | none | 0 | none |