Fold 3 - Understanding why coefficient -8781638 was selected
Tag: TOP AND BOTTOM
Selected Coefficient: -8781638
Taxonomy Path: -3.3.38.24
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? |
|---|---|---|---|---|---|
| -8781638 | 2.000000 | -3.3.38.24 | -24.38.3.3 (-(24*71^3 + 38*71^2 + 3*71 + 3)) | Yes | |
| -16071721 | 3.000000 | -19.14.64.44 | -44.64.14.19 (-(44*71^3 + 64*71^2 + 14*71 + 19)) | No | |
| 1124143 | 3.000000 | 0.0.10.3 | 3.10.0.0 (3*71^3 + 10*71^2) | No |
These are the training products that have the "TOP AND BOTTOM" tag (processing sequence 2252). 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 |
|---|---|---|---|---|---|---|---|
| 5093 | Airbrush 1997 Green Hearts Crop Top And Jogger Set | 1124143 | WHITE, JOGGERS, 2000S, NEON GREEN, SETS | 9905781 | none | ||
| 5081 | Airbrush 1995 Crop Top And Jogger Set | -8781638 | WHITE, JOGGERS, 2000S, SETS | 0 | none | ||
| 9478 | Airbrush Crop Top And Jogger Set | -8781638 | WHITE, JOGGERS, 2000S, SETS | 0 | none | ||
| 5176 | Airbrush 1995 Crop Top And Jogger Set | -16071721 | BLACK, BLUE, WHITE, JOGGERS, 2000S, GRAY, SETS | -7290083 | none |