Fold 2 - Understanding why coefficient -10516245 was selected
Tag: SHORT-SLEEVE
Selected Coefficient: -10516245
Taxonomy Path: -2.2.26.21
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? |
|---|---|---|---|---|---|
| -10516245 | 1.000000 | -2.2.26.21 | -21.26.2.2 (-(21*79^3 + 26*79^2 + 2*79 + 2)) | Yes | |
| -8051228 | 1.000000 | -22.4.26.16 | -16.26.4.22 (-(16*79^3 + 26*79^2 + 4*79 + 22)) | No |
These are the training products that have the "SHORT-SLEEVE" tag (processing sequence 2608). 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 |
|---|---|---|---|---|---|---|---|
| 12422 | Infant Thin Yellow Line US Tattered Flag Short Sleeve Baby Bodysuit - Onesie | -8051228 | 10-20, APPAREL, BABY, SHIRTS | 2465017 | none | ||
| 11871 | Trevor Short Sleeve Linen Shirt | -10516245 | PINK, 50-100, CLOTHING | 0 | none |