Fold 4 - Understanding why coefficient -20931 was selected
Tag: HEALTHY
Selected Coefficient: -20931
Taxonomy Path: -15.3.3
Taxonomy Name:
Products with this tag: 2
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? |
|---|---|---|---|---|---|
| -20931 | 1.000000 | -15.3.3 | -3.3.15 (-(3*83^2 + 3*83 + 15)) | Yes | |
| 4663937 | 1.000000 | 1.1.13.8 | 8.13.1.1 (8*83^3 + 13*83^2 + 83 + 1) | No |
These are the training products that have the "HEALTHY" tag (processing sequence 5021). 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 |
|---|---|---|---|---|---|---|---|
| 32181 | I DESERVE IT ALL | 4663937 | none | 4684868 | none | ||
| 20921 | Go Vegan Revolution Logo With Text Tote Bag - Assorted Colors | -20931 | PURSE, BAG | 0 | none |