Fold 2 - Understanding why coefficient 1794738 was selected
Tag: TOYS-FOR-12-24-MONTH-OLDS
Selected Coefficient: 1794738
Taxonomy Path: 0.2.1.5
Taxonomy Name:
Products with this tag: 3
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 | 2.000000 | 0.2.1.5 | 5.1.2.0 (5*71^3 + 5041 + 2*71) | Yes | |
| 2188173 | 2.000000 | 24.5.8.6 | 6.8.5.24 (6*71^3 + 8*71^2 + 5*71 + 24) | Toys & Games > Toys > Dolls, Playsets & Toy Figures > Dolls | No |
| 3896456 | 2.000000 | 47.67.62.10 | 10.62.67.47 (10*71^3 + 62*71^2 + 67*71 + 47) | No |
These are the training products that have the "TOYS-FOR-12-24-MONTH-OLDS" tag (processing sequence 2253). 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 | 3896456 | 10-25, 25-50, OVER-25 | 2101718 | none | ||
| 7749 | Timber Tots Nutnut Family set of 4 | 2188173 | Toys & Games > Toys > Dolls, Playsets & Toy Figures > Dolls | none | 393435 | none | |
| 7790 | Jellycat Sacha Snow Tiger | 1794738 | 25-50, 50-75, OVER-25 | 0 | none |