Fold 1 - Understanding why coefficient -355405623 was selected
Tag: IMPERIAL
Selected Coefficient: -355405623
Taxonomy Path: -0.0.0.70.13
Taxonomy Name:
Products with this tag: 6
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? |
|---|---|---|---|---|---|
| -355405623 | 0.042254 | -0.0.0.70.13 | -13.70.0.0.0 (-(13*71^4 + 70*71^3)) | Yes | |
| -358057757 | 0.042452 | -0.8.29.6.14 | -14.6.29.8.0 (-(14*71^4 + 6*71^3 + 29*71^2 + 8*71)) | No | |
| -358214028 | 0.042650 | -0.8.60.6.14 | -14.6.60.8.0 (-(14*71^4 + 6*71^3 + 60*71^2 + 8*71)) | No |
These are the training products that have the "IMPERIAL" tag (processing sequence 1454). 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 |
|---|---|---|---|---|---|---|---|
| 9772 | ALC Imperial Filigree Napkin Clip 10 set of 4 Feather with Brass and Silver | -355405623 | WHOLESALE | 0 | none | ||
| 9778 | ALC Imperial Filigree Napkin Clip Four | -355405623 | WHOLESALE | 0 | none | ||
| 9783 | ALC Imperial Filigree Napkin Clip One | -355405623 | WHOLESALE | 0 | none | ||
| 9644 | ALC Imperial Filigree 5 x 7 Lotus Flower Picture Frame | -358057757 | WHOLESALE | -2652134 | none | ||
| 9793 | ALC Imperial 4 x 6 Picture Frame | -358057757 | WHOLESALE | -2652134 | none | ||
| 9795 | ALC Imperial 7 X 11 Rectangle Bowl | -358214028 | WHOLESALE | -2808405 | none |