Fold 4 - Understanding why coefficient -1736028 was selected
Tag: INSULATED
Selected Coefficient: -1736028
Taxonomy Path: -0.0.3.3
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? |
|---|---|---|---|---|---|
| -1736028 | 1.000145 | -0.0.3.3 | -3.3.0.0 (-(3*83^3 + 3*83^2)) | Yes | |
| 2287148 | 1.000145 | 0.0.0.4 | 4.0.0.0 (4*83^3) | No | |
| 8033670 | 2.000000 | 17.13.4.14 | 14.4.13.17 (14*83^3 + 4*83^2 + 13*83 + 17) | No |
These are the training products that have the "INSULATED" tag (processing sequence 6248). 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 |
|---|---|---|---|---|---|---|---|
| 30567 | KEEP CUP - HELIX KIT MIXED - 12/18OZ , 355/532ML - BLACK | 8033670 | THERMAL | 9769698 | REUSABLE | ||
| 27235 | RAINS Padded Nylon Bucket Hat | 2287148 | HATS | 4023176 | ALL WOMEN CLOTHING | ||
| 22100 | Goose Down Vest | -1736028 | VEST | 0 | none |