Fold 1 - Understanding why coefficient 925 was selected
Tag: ONLINE
Selected Coefficient: 925
Taxonomy Path: 12.11
Taxonomy Name:
Products with this tag: 7
Unique residual values tried: 6
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? |
|---|---|---|---|---|---|
| 925 | 4.012193 | 12.11 | 11.12 (11*83 + 12) | Yes | |
| 193817 | 4.012193 | 12.11.28 | 28.11.12 (28*83^2 + 11*83 + 12) | No | |
| 13873 | 4.024096 | 12.1.2 | 2.1.12 (2*83^2 + 83 + 12) | No | |
| 0 | 5.000000 | 0 | 0 (0) | No | |
| 423 | 6.000000 | 8.5 | 5.8 (5*83 + 8) | No | |
| 7058 | 6.000000 | 3.2.1 | 1.2.3 (6889 + 2*83 + 3) | No |
These are the training products that have the "ONLINE" tag (processing sequence 7110). 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 |
|---|---|---|---|---|---|---|---|
| 27003 | Contactor AC 230π | 193817 | none | 192892 | none | ||
| 26946 | Gasket Maker Silicone GlueDevil | 13873 | none | 12948 | none | ||
| 18633 | Handmade Uki Collection | 7058 | none | 6133 | none | ||
| 26955 | Battery 12π Li-Ion LiFePOβ 100π΄π/1.2ππ (4x4 Size) Vestwoods | 925 | none | 0 | none | ||
| 26979 | Battery 12π Li-Ion LiFePOβ 50π΄π/600π (Car Size) Vestwoods | 423 | none | -502 | none | ||
| 28069 | Kleo Mini Dress | 0 | CYBER | -925 | none | ||
| 28286 | Marjo Denim Mini Skirt | 0 | SKIRTS | -925 | none |