Fold 3 - Understanding why coefficient -4092150 was selected
Tag: BUTTONS
Selected Coefficient: -4092150
Taxonomy Path: -1.1.13.7
Taxonomy Name:
Products with this tag: 4
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? |
|---|---|---|---|---|---|
| -4092150 | 1.000000 | -1.1.13.7 | -7.13.1.1 (-(7*83^3 + 13*83^2 + 83 + 1)) | Yes | |
| -3430722 | 3.000000 | -0.0.0.6 | -6.0.0.0 (-(6*83^3)) | No |
These are the training products that have the "BUTTONS" tag (processing sequence 3060). 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 |
|---|---|---|---|---|---|---|---|
| 966 | Hunter: White | -3430722 | BUTTON UP SHIRT | 661428 | BERRY | ||
| 894 | Dolivia | -4092150 | BUTTON DWN, BUTTON UP SHIRT | 0 | none | ||
| 900 | Dorothy | -4092150 | BUTTON DWN, BUTTON UP SHIRT | 0 | none | ||
| 1084 | Wylan | -4092150 | BUTTON DWN, BUTTON UP SHIRT | 0 | XIRENA CLOTHING |