Fold 2 - Understanding why coefficient -2914705 was selected
Tag: OVER-25
Selected Coefficient: -2914705
Taxonomy Path: -0.2.72.5
Taxonomy Name:
Products with this tag: 6
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? |
|---|---|---|---|---|---|
| -2914705 | 2.012658 | -0.2.72.5 | -5.72.2.0 (-(5*79^3 + 72*79^2 + 2*79)) | Yes | |
| 2465195 | 2.037975 | 0.0.0.5 | 5.0.0.0 (5*79^3) | No | |
| -5473776 | 5.000000 | -24.5.8.11 | -11.8.5.24 (-(11*79^3 + 8*79^2 + 5*79 + 24)) | No | |
| -3015241 | 5.000000 | -48.10.9.6 | -6.9.10.48 (-(6*79^3 + 9*79^2 + 10*79 + 48)) | No |
These are the training products that have the "OVER-25" tag (processing sequence 2245). 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 | 2465195 | 25-50 | 5379900 | none | ||
| 7578 | Swimline Watermelon Slice Inflatable Pool Island | -2914705 | 25-50 | 0 | none | ||
| 7584 | Swimline Rainbow Island Float | -2914705 | 25-50 | 0 | none | ||
| 7606 | Swimline Hot Dog Battle Float Set | -2914705 | 25-50 | 0 | none | ||
| 7789 | Jellycat Alice Axolotl | -3015241 | 10-25, 25-50, JELLYCAT | -100536 | TOYS-FOR-12-24-MONTH-OLDS | ||
| 7790 | Jellycat Sacha Snow Tiger | -5473776 | 25-50, 50-75, JELLYCAT | -2559071 | TOYS-FOR-12-24-MONTH-OLDS |