Fold 4 - Understanding why coefficient 423 was selected
Tag: ONLINE
Selected Coefficient: 423
Taxonomy Path: 8.5
Taxonomy Name:
Products with this tag: 7
Unique residual values tried: 7
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? |
|---|---|---|---|---|---|
| 13873 | 5.012048 | 12.1.2 | 2.1.12 (2*83^2 + 83 + 12) | No | |
| 925 | 5.012048 | 12.11 | 11.12 (11*83 + 12) | No | |
| 190508995 | 5.012048 | 8.7.15.1.4 | 4.1.15.7.8 (4*83^4 + 571787 + 15*83^2 + 7*83 + 8) | No | |
| 423 | 5.012048 | 8.5 | 5.8 (5*83 + 8) | Yes | |
| 7058 | 6.000000 | 3.2.1 | 1.2.3 (6889 + 2*83 + 3) | No | |
| -179281 | 6.000000 | -1.2.26 | -26.2.1 (-(26*83^2 + 2*83 + 1)) | No | |
| 55287 | 6.000000 | 9.2.8 | 8.2.9 (8*83^2 + 2*83 + 9) | 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 |
|---|---|---|---|---|---|---|---|
| 27035 | Battery 12π Li-Ion LiFePOβ 20π΄π/240π (Geni Size) Vestwoods | 190508995 | none | 190508572 | none | ||
| 18639 | Taste of Tweed | 55287 | none | 54864 | none | ||
| 26946 | Gasket Maker Silicone GlueDevil | 13873 | none | 13450 | none | ||
| 18633 | Handmade Uki Collection | 7058 | none | 6635 | none | ||
| 26955 | Battery 12π Li-Ion LiFePOβ 100π΄π/1.2ππ (4x4 Size) Vestwoods | 925 | none | 502 | none | ||
| 26979 | Battery 12π Li-Ion LiFePOβ 50π΄π/600π (Car Size) Vestwoods | 423 | none | 0 | none | ||
| 28069 | Kleo Mini Dress | -179281 | WAREHOUSE, FINAL SALE | -179704 | none |