Fold 1 - Understanding why coefficient 8584621 was selected
Tag: UNDER $100
Selected Coefficient: 8584621
Taxonomy Path: 14.11.1.15
Taxonomy Name:
Products with this tag: 3
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? |
|---|---|---|---|---|---|
| 8584621 | 1.000000 | 14.11.1.15 | 15.1.11.14 (15*83^3 + 6889 + 11*83 + 14) | Yes | |
| 15804771525 | 2.000000 | 3.2.1.2.1.4 | 4.1.2.1.2.3 (4*83^5 + 47458321 + 2*83^3 + 6889 + 2*83 + 3) | No |
These are the training products that have the "UNDER $100" tag (processing sequence 3659). 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 |
|---|---|---|---|---|---|---|---|
| 23394 | Wanaka 1951 | Art Print Unframed | 15804771525 | none | 15796186904 | HANG | ||
| 31329 | Honeycomb Ice Bucket | 8584621 | none | 0 | FALL NEUTRALS | ||
| 31368 | Saharan Sunset Ice Bucket | 8584621 | none | 0 | none |