Fold 4 - Understanding why coefficient -953740716 was selected
Tag: TREAT
Selected Coefficient: -953740716
Taxonomy Path: -0.0.0.8.20
Taxonomy Name:
Products with this tag: 3
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? |
|---|---|---|---|---|---|
| -953740716 | 1.000002 | -0.0.0.8.20 | -20.8.0.0.0 (-(20*83^4 + 8*83^3)) | Yes | |
| 0 | 1.000002 | 0 | 0 (0) | No | |
| 1164416 | 2.000000 | 9.2.3.2 | 2.3.2.9 (2*83^3 + 3*83^2 + 2*83 + 9) | No |
These are the training products that have the "TREAT" tag (processing sequence 6308). 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 |
|---|---|---|---|---|---|---|---|
| 2771 | ChocoEve Organic Hot Chocolate - Green Tea Flavored | 1164416 | CHOCOEVE | 954905132 | none | ||
| 18553 | Chocolate Clay Face Mask | 0 | MASK | 953740716 | none | ||
| 30677 | Stone Crop Contouring Body Cream | -953740716 | MOISTURIZER | 0 | none |