Fold 2 - Understanding why coefficient -4937830 was selected
Tag: SOLD
Selected Coefficient: -4937830
Taxonomy Path: -14.15.1.10
Taxonomy Name:
Products with this tag: 3
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? |
|---|---|---|---|---|---|
| -4937830 | 1.012658 | -14.15.1.10 | -10.1.15.14 (-(10*79^3 + 6241 + 15*79 + 14)) | Yes | |
| -63293 | 1.012658 | -14.11.10 | -10.11.14 (-(10*79^2 + 11*79 + 14)) | No | |
| -5000171 | 2.000000 | -24.14.11.10 | -10.11.14.24 (-(10*79^3 + 11*79^2 + 14*79 + 24)) | No |
These are the training products that have the "SOLD" tag (processing sequence 2736). 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 |
|---|---|---|---|---|---|---|---|
| 7837 | Arlecchino Quilt | -63293 | GALLERY, QUILTS | 4874537 | none | ||
| 10128 | Christmas Dresden Table Runner | -4937830 | GALLERY, QUILTS | 0 | none | ||
| 10148 | PLAYFUL! Quilt | -5000171 | GALLERY, QUILTS | -62341 | none |