Fold 1 - Understanding why coefficient -453093 was selected
Tag: TRENDING
Selected Coefficient: -453093
Taxonomy Path: -42.62.18.1
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? |
|---|---|---|---|---|---|
| -453093 | 1.000000 | -42.62.18.1 | -1.18.62.42 (-(357911 + 18*71^2 + 62*71 + 42)) | Yes | |
| 8 | 1.000000 | 8 | 8 (8) | Electronics | No |
These are the training products that have the "TRENDING" tag (processing sequence 2276). 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 |
|---|---|---|---|---|---|---|---|
| 7587 | Fitbit Inspire 3 | 8 | Electronics | none | 453101 | none | |
| 9860 | Brooklyn | Brown Purse | -453093 | CROSSBODY, HANDBAGS | 0 | none |