Fold 0 - Understanding why coefficient 382595320 was selected
Tag: HOME PAGE FEATURED
Selected Coefficient: 382595320
Taxonomy Path: 14.11.10.5.8
Taxonomy Name:
Products with this tag: 7
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? |
|---|---|---|---|---|---|
| 382595320 | 4.000000 | 14.11.10.5.8 | 8.5.10.11.14 (8*83^4 + 5*83^3 + 10*83^2 + 11*83 + 14) | Yes | |
| 240220357 | 4.000000 | 14.11.10.5.5 | 5.5.10.11.14 (5*83^4 + 5*83^3 + 10*83^2 + 11*83 + 14) | No | |
| 0 | 5.000000 | 0 | 0 (0) | No | |
| 1212548 | 5.000145 | 1.1.10.2 | 2.10.1.1 (2*83^3 + 10*83^2 + 83 + 1) | No | |
| 8094659 | 5.000145 | 1.1.13.14 | 14.13.1.1 (14*83^3 + 13*83^2 + 83 + 1) | No |
These are the training products that have the "HOME PAGE FEATURED" tag (processing sequence 6456). 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 |
|---|---|---|---|---|---|---|---|
| 25725 | MiiR Tumbler - Cloud Hands | 382595320 | none | 0 | none | ||
| 25716 | MiiR Mug - Astronaut | 382595320 | none | 0 | none | ||
| 25746 | MiiR Camp Cup | 240220357 | none | -142374963 | none | ||
| 25741 | Half Human Half Coffee Crewneck | 8094659 | none | -374500661 | none | ||
| 25717 | Astronaut Pullover Hoodie | 1212548 | none | -381382772 | none | ||
| 25726 | Costa Rica Don Joel | 0 | 2ITEMGIFTBOX | -382595320 | none | ||
| 25727 | Costa Rica Don Mayo | 0 | 2ITEMGIFTBOX | -382595320 | none |