Fold 0 - Understanding why coefficient 661428 was selected
Tag: TOPSFREE PEOPLE
Selected Coefficient: 661428
Taxonomy Path: 1.1.13.1
Taxonomy Name:
Products with this tag: 5
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? |
|---|---|---|---|---|---|
| 661428 | 0.000005 | 1.1.13.1 | 1.13.1.1 (571787 + 13*83^2 + 83 + 1) | Yes | |
| 6951085 | 0.000005 | 1.1.13.12 | 12.13.1.1 (12*83^3 + 13*83^2 + 83 + 1) | No | |
| 5235724 | 0.000007 | 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 "TOPSFREE PEOPLE" tag (processing sequence 5718). 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 |
|---|---|---|---|---|---|---|---|
| 757 | Easy Street Crop Pullover | 6951085 | none | 6289657 | none | ||
| 829 | Baby Cable Tee | 6951085 | none | 6289657 | none | ||
| 1077 | Virgo Tank | 5235724 | none | 4574296 | none | ||
| 860 | Cloud Ride Notch | 661428 | none | 0 | none | ||
| 926 | Flower Field | 661428 | none | 0 | none |