Fold 3 - Understanding why coefficient -4025186 was selected
Tag: SPD
Selected Coefficient: -4025186
Taxonomy Path: -57.75.12.8
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? |
|---|---|---|---|---|---|
| -4025186 | 1.012658 | -57.75.12.8 | -8.12.75.57 (-(8*79^3 + 12*79^2 + 75*79 + 57)) | Yes | |
| -598956 | 1.012658 | -57.76.16.1 | -1.16.76.57 (-(493039 + 16*79^2 + 76*79 + 57)) | No | |
| -4081909 | 2.000000 | -58.3.22.8 | -8.22.3.58 (-(8*79^3 + 22*79^2 + 3*79 + 58)) | No |
These are the training products that have the "SPD" tag (processing sequence 2747). 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 |
|---|---|---|---|---|---|---|---|
| 14061 | GK F3 | -598956 | 2021 | 3426230 | none | ||
| 14030 | Y1 Smart Coach - Rugby LCD Coaching Board | -4025186 | 2022 | 0 | none | ||
| 14040 | Indoor LTD Pride 50 | -4081909 | PRIDE, 2022 | -56723 | none |