Fold 2 - Understanding why coefficient -3585230 was selected
Tag: SOLD
Selected Coefficient: -3585230
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? |
|---|---|---|---|---|---|
| -3585230 | 1.014085 | -14.15.1.10 | -10.1.15.14 (-(10*71^3 + 5041 + 15*71 + 14)) | Yes | |
| -51205 | 1.014085 | -14.11.10 | -10.11.14 (-(10*71^2 + 11*71 + 14)) | No | |
| -4769653 | 2.000000 | -15.12.23.13 | -13.23.12.15 (-(13*71^3 + 23*71^2 + 12*71 + 15)) | No |
These are the training products that have the "SOLD" tag (processing sequence 2123). 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 | -51205 | GALLERY, PATCHWORK | 3534025 | none | ||
| 10128 | Christmas Dresden Table Runner | -3585230 | GALLERY, PATCHWORK | 0 | none | ||
| 10140 | The Orange "Drunkard Path" Wall Hanging Quilt | -4769653 | AUTUMN, GALLERY, PATCHWORK | -1184423 | none |