Fold 1 - Understanding why coefficient 589 was selected
Tag: GADGETS
Selected Coefficient: 589
Taxonomy Path: 8.7
Taxonomy Name:
Products with this tag: 5
Unique residual values tried: 5
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? |
|---|---|---|---|---|---|
| 589 | 1.012339 | 8.7 | 7.8 (7*83 + 8) | Yes | |
| 103924 | 1.012339 | 8.7.15 | 15.7.8 (15*83^2 + 7*83 + 8) | No | |
| 579265 | 1.012339 | 8.7.1.1 | 1.1.7.8 (571787 + 6889 + 7*83 + 8) | Electronics > Electronics Accessories > Adapters > Audio & Video Cable Adapters & Couplers | No |
| 8 | 1.036145 | 8 | 8 (8) | No | |
| 1417 | 4.000000 | 6.17 | 17.6 (17*83 + 6) | No |
These are the training products that have the "GADGETS" tag (processing sequence 6951). 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 | 578676 | none | |
| 16690 | 39” LED Strip Lights for TV or Monitor - RGB 8 Color Changing Backlight For 20 inch TV | 103924 | none | 103335 | none | ||
| 16548 | RING ENLARGER STICK - RING STRETCHER EXPANDER MANDREL | 1417 | none | 828 | none | ||
| 16689 | 360 ROTATION FLEXIBLE PORTABLE STROLLER CLIP ON DESK FAN WITH LED LIGHT | 589 | none | 0 | none | ||
| 16721 | LINT REMOVER ELECTRIC FABRIC DEFUZZER SWEATER SHAVER | 8 | none | -581 | none |