Fold 2 - Understanding why coefficient -234301779 was selected
Tag: STYLE-SWIM
Selected Coefficient: -234301779
Taxonomy Path: -0.0.64.77.4
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? |
|---|---|---|---|---|---|
| -234301779 | 0.000003 | -0.0.64.77.4 | -4.77.64.0.0 (-(4*83^4 + 77*83^3 + 64*83^2)) | Yes | |
| -230871057 | 0.000003 | -0.0.64.71.4 | -4.71.64.0.0 (-(4*83^4 + 71*83^3 + 64*83^2)) | No | |
| -224009613 | 0.000003 | -0.0.64.59.4 | -4.59.64.0.0 (-(4*83^4 + 59*83^3 + 64*83^2)) | No |
These are the training products that have the "STYLE-SWIM" tag (processing sequence 6304). 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 | -224009613 | COLOURGROUP-BLACK | 10292166 | none | ||
| 7670 | Swim - Long Sleeve Rashie - Black | -230871057 | COLOURGROUP-BLACK | 3430722 | none | ||
| 7657 | Swim - Core Support Bikini Bottom - Black | -234301779 | COLOURGROUP-BLACK | 0 | none |