Fold 2 - Understanding why coefficient -953740716 was selected
Tag: TREAT
Selected Coefficient: -953740716
Taxonomy Path: -0.0.0.8.20
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? |
|---|---|---|---|---|---|
| -953740716 | 1.012050 | -0.0.0.8.20 | -20.8.0.0.0 (-(20*83^4 + 8*83^3)) | Yes | |
| 0 | 1.012050 | 0 | 0 (0) | No | |
| 20584 | 1.024096 | 0.82.2 | 2.82.0 (2*83^2 + 82*83) | No | |
| 4663937 | 3.000000 | 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 "TREAT" tag (processing sequence 6758). 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 |
|---|---|---|---|---|---|---|---|
| 27620 | Black Cat Face Halloween T Shirt & Gifts 11oz Mug | 4663937 | none | 958404653 | none | ||
| 2771 | ChocoEve Organic Hot Chocolate - Green Tea Flavored | 20584 | CHOCOEVE | 953761300 | none | ||
| 18553 | Chocolate Clay Face Mask | 0 | MASK | 953740716 | none | ||
| 30677 | Stone Crop Contouring Body Cream | -953740716 | MOISTURIZER | 0 | none |