Fold 3 - Understanding why coefficient -561 was selected
Tag: ARCHIVED
Selected Coefficient: -561
Taxonomy Path: -8.7
Taxonomy Name:
Products with this tag: 2
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? |
|---|---|---|---|---|---|
| -561 | 1.000000 | -8.7 | -7.8 (-(7*79 + 8)) | Yes | |
| 93615 | 1.000000 | 0.0.15 | 15.0.0 (15*79^2) | No |
These are the training products that have the "ARCHIVED" tag (processing sequence 3309). 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 |
|---|---|---|---|---|---|---|---|
| 8468 | Sigelei 75W TC Box | 93615 | STOCKYIGNORETAG | 94176 | Electronics > Electronics Accessories > Power | none | |
| 8437 | Smok Bolt Control Head | -561 | SMOK, STOCKYIGNORETAG | 0 | none |