Fold 4 - Understanding why coefficient 4 was selected
Tag: KID
Selected Coefficient: 4
Taxonomy Path: 4
Taxonomy Name:
Products with this tag: 4
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? |
|---|---|---|---|---|---|
| 4 | 2.000000 | 4 | 4 (4) | Yes | |
| -49752533 | 3.000000 | -9.2.1.4.1 | -1.4.1.2.9 (-(47458321 + 4*83^3 + 6889 + 2*83 + 9)) | No | |
| 21166 | 3.000000 | 1.6.3 | 3.6.1 (3*83^2 + 6*83 + 1) | No |
These are the training products that have the "KID" tag (processing sequence 4813). 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 |
|---|---|---|---|---|---|---|---|
| 18199 | Well Wishes Wrap Bracelet | 21166 | none | 21162 | BFF | ||
| 18160 | NIKE | TODDLER ROSHE ONE | 4 | none | 0 | none | ||
| 30642 | NIKE | TODDLER ROSHE ONE | 4 | none | 0 | none | ||
| 28736 | Dog Playing Cake | -49752533 | 1ST, 13TH | -49752537 | COLOUR:BROWN |