Fold 4 - Understanding why coefficient -2112321 was selected
Tag: OVER-25
Selected Coefficient: -2112321
Taxonomy Path: -0.2.64.5
Taxonomy Name:
Products with this tag: 5
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? |
|---|---|---|---|---|---|
| -2112321 | 1.028169 | -0.2.64.5 | -5.64.2.0 (-(5*71^3 + 64*71^2 + 2*71)) | Yes | |
| 0 | 1.028172 | 0 | 0 (0) | No | |
| 1789555 | 1.028172 | 0.0.0.5 | 5.0.0.0 (5*71^3) | No | |
| -2188173 | 4.000000 | -24.5.8.6 | -6.8.5.24 (-(6*71^3 + 8*71^2 + 5*71 + 24)) | No |
These are the training products that have the "OVER-25" tag (processing sequence 1807). 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 |
|---|---|---|---|---|---|---|---|
| 7996 | Gund Pusheen 9.5" Avocado Plush | 1789555 | 25-50 | 3901876 | none | ||
| 7790 | Jellycat Sacha Snow Tiger | 0 | 25-50, 50-75 | 2112321 | none | ||
| 7584 | Swimline Rainbow Island Float | -2112321 | 25-50 | 0 | none | ||
| 7606 | Swimline Hot Dog Battle Float Set | -2112321 | 25-50 | 0 | none | ||
| 7789 | Jellycat Alice Axolotl | -2188173 | 10-25, 25-50 | -75852 | none |