Fold 0 - Understanding why coefficient 589 was selected
Tag: GADGETS
Selected Coefficient: 589
Taxonomy Path: 8.7
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? |
|---|---|---|---|---|---|
| 589 | 0.012193 | 8.7 | 7.8 (7*83 + 8) | Yes | |
| 103924 | 0.012193 | 8.7.15 | 15.7.8 (15*83^2 + 7*83 + 8) | No | |
| 8 | 0.024096 | 8 | 8 (8) | No |
These are the training products that have the "GADGETS" tag (processing sequence 6190). 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 |
|---|---|---|---|---|---|---|---|
| 16690 | 39” LED Strip Lights for TV or Monitor - RGB 8 Color Changing Backlight For 20 inch TV | 103924 | none | 103335 | 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 |