Fold 1 - Understanding why coefficient 3437695 was selected
Tag: SINGLE
Selected Coefficient: 3437695
Taxonomy Path: 1.1.1.6
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? |
|---|---|---|---|---|---|
| 3437695 | 1.000145 | 1.1.1.6 | 6.1.1.1 (6*83^3 + 6889 + 83 + 1) | Yes | |
| 101247717 | 1.000145 | 1.1.6.11.2 | 2.11.6.1.1 (2*83^4 + 11*83^3 + 6*83^2 + 83 + 1) | No | |
| 8590759 | 2.000000 | 10.2.2.15 | 15.2.2.10 (15*83^3 + 2*83^2 + 2*83 + 10) | Furniture > Beds & Accessories > Beds & Bed Frames > Wall Beds & Bed Frames | No |
These are the training products that have the "SINGLE" tag (processing sequence 6297). 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 |
|---|---|---|---|---|---|---|---|
| 21099 | The Powerpuff Girls - Bunch | 101247717 | none | 97810022 | none | ||
| 2019 | Breylon Compact Murphy Bed | 8590759 | Furniture > Beds & Accessories > Beds & Bed Frames > Wall Beds & Bed Frames | none | 5153064 | none | |
| 21100 | Safari Ice | 3437695 | none | 0 | none |