Fold 4 - Understanding why coefficient 4663937 was selected
Tag: TOPS-SHIRTS
Selected Coefficient: 4663937
Taxonomy Path: 1.1.13.8
Taxonomy Name:
Products with this tag: 11
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? |
|---|---|---|---|---|---|
| 4663937 | 0.000007 | 1.1.13.8 | 8.13.1.1 (8*83^3 + 13*83^2 + 83 + 1) | Yes | |
| 4092150 | 0.000014 | 1.1.13.7 | 7.13.1.1 (7*83^3 + 13*83^2 + 83 + 1) | No | |
| 5235724 | 0.000017 | 1.1.13.9 | 9.13.1.1 (9*83^3 + 13*83^2 + 83 + 1) | No |
These are the training products that have the "TOPS-SHIRTS" tag (processing sequence 3768). 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 |
|---|---|---|---|---|---|---|---|
| 17856 | Live Fast Muscle Tee | 5235724 | none | 571787 | none | ||
| 17854 | Signal Tee | 4663937 | none | 0 | none | ||
| 17938 | T-Shirt - Evolve Riders | 4663937 | none | 0 | none | ||
| 17862 | Beam Tee | 4663937 | none | 0 | none | ||
| 17864 | Blaze Striped Crew Tee | 4663937 | none | 0 | none | ||
| 17852 | Voltage Tee | 4663937 | none | 0 | none | ||
| 17858 | Core Long Sleeve Tee | 4663937 | none | 0 | none | ||
| 17859 | Core Tee | 4663937 | none | 0 | none | ||
| 17857 | Lucid Short Sleeve Shirt | 4092150 | none | -571787 | none | ||
| 17860 | Bolt Long Sleeve Corduroy Shirt | 4092150 | none | -571787 | none | ||
| 17863 | Amped Long Sleeve Flannel Shirt | 4092150 | none | -571787 | none |