Fold 4 - Understanding why coefficient -830 was selected
Tag: RASPBERRY
Selected Coefficient: -830
Taxonomy Path: -0.10
Taxonomy Name:
Products with this tag: 4
Unique residual values tried: 4
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? |
|---|---|---|---|---|---|
| -830 | 2.012048 | -0.10 | -10.0 (-(10*83)) | Yes | |
| 0 | 2.012048 | 0 | 0 (0) | No | |
| 4009573 | 3.000000 | 9.2.1.7 | 7.1.2.9 (7*83^3 + 6889 + 2*83 + 9) | No | |
| 5235724 | 3.000000 | 1.1.13.9 | 9.13.1.1 (9*83^3 + 13*83^2 + 83 + 1) | No |
These are the training products that have the "RASPBERRY" tag (processing sequence 6759). 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 |
|---|---|---|---|---|---|---|---|
| 852 | Charmeuse Racer | 5235724 | none | 5236554 | none | ||
| 21584 | Chocolate Raspberry Truffle Cupcake | 4009573 | none | 4010403 | none | ||
| 21605 | Individual White Chocolate Raspberry Cheesecake | 0 | CHEESECAKE | 830 | none | ||
| 9475 | LUNA: RASPBERRY MULTI WAY HANDBAG | -830 | HANDBAG | 0 | BAGS, AW22 |