Fold 2 - Understanding why coefficient -4009490 was selected
Tag: $50-$100
Selected Coefficient: -4009490
Taxonomy Path: -9.1.1.7
Taxonomy Name:
Products with this tag: 3
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? |
|---|---|---|---|---|---|
| -4009490 | 1.000000 | -9.1.1.7 | -7.1.1.9 (-(7*83^3 + 6889 + 83 + 9)) | Yes | |
| -2287148 | 2.000000 | -0.0.0.4 | -4.0.0.0 (-(4*83^3)) | No |
These are the training products that have the "$50-$100" tag (processing sequence 3500). 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 |
|---|---|---|---|---|---|---|---|
| 20740 | Kinmon Shizuku Gold Special Aged Plum Wine 720ml | -2287148 | SIZE:720ML | 1722342 | PLUMWINE | ||
| 20730 | Taiheizan Tenko 40 Junmai Daiginjo 720ml | -4009490 | TYPE_JUNMAI, SIZE:720ML | 0 | none | ||
| 20776 | Kinmon X3 Rose 720ml | -4009490 | TYPE_JUNMAI, SIZE:720ML | 0 | none |