Fold 2 - Understanding why coefficient -1794738 was selected
Tag: OVER-25
Selected Coefficient: -1794738
Taxonomy Path: -0.2.1.5
Taxonomy Name:
Products with this tag: 4
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? |
|---|---|---|---|---|---|
| -1794738 | 1.014085 | -0.2.1.5 | -5.1.2.0 (-(5*71^3 + 5041 + 2*71)) | Yes | |
| 0 | 1.028169 | 0 | 0 (0) | No | |
| 2101718 | 3.000000 | 47.65.61.5 | 5.61.65.47 (5*71^3 + 61*71^2 + 65*71 + 47) | No |
These are the training products that have the "OVER-25" tag (processing sequence 1813). 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 |
|---|---|---|---|---|---|---|---|
| 7789 | Jellycat Alice Axolotl | 2101718 | 10-25, 25-50 | 3896456 | TOYS-FOR-12-24-MONTH-OLDS | ||
| 7790 | Jellycat Sacha Snow Tiger | 0 | 25-50, 50-75 | 1794738 | TOYS-FOR-12-24-MONTH-OLDS | ||
| 7578 | Swimline Watermelon Slice Inflatable Pool Island | -1794738 | 25-50 | 0 | none | ||
| 7606 | Swimline Hot Dog Battle Float Set | -1794738 | 25-50 | 0 | none |