Fold 4 - Understanding why coefficient 48608953 was selected
Tag: TREE
Selected Coefficient: 48608953
Taxonomy Path: 3.2.1.2.1
Taxonomy Name:
Products with this tag: 1
Unique residual values tried: 1
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? |
|---|---|---|---|---|---|
| 48608953 | 0.000000 | 3.2.1.2.1 | 1.2.1.2.3 (47458321 + 2*83^3 + 6889 + 2*83 + 3) | Yes |
These are the training products that have the "TREE" tag (processing sequence 2139). 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 |
|---|---|---|---|---|---|---|---|
| 19818 | Holographic Echinacea Sticker | 48608953 | none | 0 | STICKER, MERCHANDISE |