Fold 2 - Understanding why coefficient -690047710 was selected
Tag: REDNESS
Selected Coefficient: -690047710
Taxonomy Path: -59.4.70.10.27
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? |
|---|---|---|---|---|---|
| -690047710 | 1.000000 | -59.4.70.10.27 | -27.10.70.4.59 (-(27*71^4 + 10*71^3 + 70*71^2 + 4*71 + 59)) | Yes | |
| 0 | 1.000000 | 0 | 0 (0) | No |
These are the training products that have the "REDNESS" tag (processing sequence 1939). 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 |
|---|---|---|---|---|---|---|---|
| 10083 | Skin repair gel (Wholesale) | 0 | MEN, WHOLESALE, ACNE, OILY SKIN | 690047710 | none | ||
| 10087 | Soothing body lotion (Wholesale) | -690047710 | WHOLESALE, DRY SKIN | 0 | none |