Fold 1 - Understanding why coefficient 34709 was selected
Tag: BOTTLES BLACK FOAM
Selected Coefficient: 34709
Taxonomy Path: 15.3.5
Taxonomy Name:
Products with this tag: 5
Unique residual values tried: 2
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? |
|---|---|---|---|---|---|
| 34709 | 0.024096 | 15.3.5 | 5.3.15 (5*83^2 + 3*83 + 15) | Yes | |
| 55874 | 0.036145 | 15.9.8 | 8.9.15 (8*83^2 + 9*83 + 15) | No |
These are the training products that have the "BOTTLES BLACK FOAM" tag (processing sequence 3861). 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 |
|---|---|---|---|---|---|---|---|
| 25444 | Essential Oil Bottle Travel Pouch | 8 Bottle Essential Oil Pouch | 12 Bottle Essential Oil Pouch | TKDK Design 06 | 55874 | none | 21165 | none | ||
| 25447 | Essential Oil Bottle Travel Pouch | 8 Bottle Essential Oil Pouch | 12 Bottle Essential Oil Pouch | TKDK Design 03 | 55874 | none | 21165 | none | ||
| 25445 | Essential Oil Bottle Travel Pouch | 8 Bottle Essential Oil Pouch | 12 Bottle Essential Oil Pouch | TKDK Design 04 | 34709 | none | 0 | none | ||
| 25446 | Essential Oil Bottle Travel Pouch | 8 Bottle Essential Oil Pouch | 12 Bottle Essential Oil Pouch | TKDK Design 05 | 34709 | none | 0 | none | ||
| 25448 | Essential Oil Bottle Travel Pouch | 8 Bottle Essential Oil Pouch | 12 Bottle Essential Oil Pouch | TKDK Design 08 | 34709 | none | 0 | none |