Fold 3 - Understanding why coefficient -3585230 was selected
Tag: SOLD
Selected Coefficient: -3585230
Taxonomy Path: -14.15.1.10
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? |
|---|---|---|---|---|---|
| -3585230 | 1.000000 | -14.15.1.10 | -10.1.15.14 (-(10*71^3 + 5041 + 15*71 + 14)) | Yes | |
| 417396 | 1.000000 | 58.56.11.1 | 1.11.56.58 (357911 + 11*71^2 + 56*71 + 58) | No |
These are the training products that have the "SOLD" tag (processing sequence 2128). 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 |
|---|---|---|---|---|---|---|---|
| 10139 | Un Giorno alle Terme Quilt | 417396 | GALLERY, PATCHWORK | 4002626 | Apparel & Accessories > Clothing > Clothing Tops > Tunics | none | |
| 10140 | The Orange "Drunkard Path" Wall Hanging Quilt | -3585230 | AUTUMN, GALLERY, PATCHWORK | 0 | none |