Fold 3 - Understanding why coefficient -133863827 was selected
Tag: STYLE-SWIM
Selected Coefficient: -133863827
Taxonomy Path: -1.1.1.19.5
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? |
|---|---|---|---|---|---|
| -133863827 | 0.000006 | -1.1.1.19.5 | -5.19.1.1.1 (-(5*71^4 + 19*71^3 + 5041 + 71 + 1)) | Yes | |
| -128137251 | 0.000006 | -1.1.1.3.5 | -5.3.1.1.1 (-(5*71^4 + 3*71^3 + 5041 + 71 + 1)) | No | |
| -127421429 | 0.000006 | -1.1.1.1.5 | -5.1.1.1.1 (-(5*71^4 + 357911 + 5041 + 71 + 1)) | No |
These are the training products that have the "STYLE-SWIM" tag (processing sequence 2185). 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 |
|---|---|---|---|---|---|---|---|
| 7736 | Swim - Adjustable Bikini Top - Black | -127421429 | 2022 SWIM, COLOURGROUP-BLACK | 6442398 | none | ||
| 7667 | Swim - Adjustable One Piece - Black | -128137251 | 2022 SWIM, COLOURGROUP-BLACK | 5726576 | none | ||
| 7657 | Swim - Core Support Bikini Bottom - Black | -133863827 | 2022 SWIM, COLOURGROUP-BLACK | 0 | none |