Fold 1 - Understanding why coefficient -198207999 was selected
Tag: STYLE-SWIM
Selected Coefficient: -198207999
Taxonomy Path: -1.1.1.7.5
Taxonomy Name:
Products with this tag: 4
Unique residual values tried: 4
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? |
|---|---|---|---|---|---|
| -198207999 | 0.000006 | -1.1.1.7.5 | -5.7.1.1.1 (-(5*79^4 + 7*79^3 + 6241 + 79 + 1)) | Yes | |
| -195249765 | 0.000006 | -1.1.1.1.5 | -5.1.1.1.1 (-(5*79^4 + 493039 + 6241 + 79 + 1)) | No | |
| -190319375 | 0.000006 | -1.1.1.70.4 | -4.70.1.1.1 (-(4*79^4 + 70*79^3 + 6241 + 79 + 1)) | No | |
| -189333297 | 0.000006 | -1.1.1.68.4 | -4.68.1.1.1 (-(4*79^4 + 68*79^3 + 6241 + 79 + 1)) | No |
These are the training products that have the "STYLE-SWIM" tag (processing sequence 2819). 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 | -189333297 | 2022 SWIM, COLOURGROUP-BLACK | 8874702 | none | ||
| 7667 | Swim - Adjustable One Piece - Black | -190319375 | 2022 SWIM, COLOURGROUP-BLACK | 7888624 | none | ||
| 7670 | Swim - Long Sleeve Rashie - Black | -195249765 | 2022 SWIM, COLOURGROUP-BLACK | 2958234 | none | ||
| 7657 | Swim - Core Support Bikini Bottom - Black | -198207999 | 2022 SWIM, COLOURGROUP-BLACK | 0 | none |