Fold 0 - Understanding why coefficient 6372409 was selected
Tag: WORK FALL BOTTOM
Selected Coefficient: 6372409
Taxonomy Path: 1.1.12.11
Taxonomy Name:
Products with this tag: 5
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? |
|---|---|---|---|---|---|
| 6372409 | 0.000149 | 1.1.12.11 | 11.12.1.1 (11*83^3 + 12*83^2 + 83 + 1) | Yes | |
| 7515983 | 0.000149 | 1.1.12.13 | 13.12.1.1 (13*83^3 + 12*83^2 + 83 + 1) | No | |
| 103419 | 0.000581 | 1.1.15 | 15.1.1 (15*83^2 + 83 + 1) | No |
These are the training products that have the "WORK FALL BOTTOM" tag (processing sequence 5734). 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 |
|---|---|---|---|---|---|---|---|
| 32463 | FT ROYAL BLUE HIGH WAIST PANTS | 7515983 | none | 1143574 | PANTS | ||
| 32470 | CQ WOMEN LOOSE PALAZZO PANTS | 7515983 | none | 1143574 | none | ||
| 32323 | LIME WAY OR NO WAY HIGH WAIST PANTS | 6372409 | none | 0 | none | ||
| 32333 | SL BETH STRIPED PANTS | 6372409 | none | 0 | none | ||
| 32335 | S+S HI LO TRUMPET SKIRT | 103419 | none | -6268990 | none |