Fold 4 - Understanding why coefficient -44325 was selected
Tag: ADVENTURE
Selected Coefficient: -44325
Taxonomy Path: -6.8.7
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? |
|---|---|---|---|---|---|
| -44325 | 1.000000 | -6.8.7 | -7.8.6 (-(7*79^2 + 8*79 + 6)) | Yes | |
| 0 | 1.000000 | 0 | 0 (0) | No |
These are the training products that have the "ADVENTURE" tag (processing sequence 2681). 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 |
|---|---|---|---|---|---|---|---|
| 12891 | Adventure Birthday Banner, 4.5' x 5" | 1ct | 0 | BANNER | 44325 | Business & Industrial > Food Service > Disposable Tableware | none | |
| 13104 | Safari Binoculars Shaped Napkins | 24 ct | -44325 | SAFARI, NAPKINS | 0 | none |