Fold 3 - Understanding why coefficient 89724 was selected
Tag: INSULATED
Selected Coefficient: 89724
Taxonomy Path: 1.2.13
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? |
|---|---|---|---|---|---|
| 89724 | 1.012048 | 1.2.13 | 13.2.1 (13*83^2 + 2*83 + 1) | Yes | |
| 3499696 | 1.012048 | 1.1.10.6 | 6.10.1.1 (6*83^3 + 10*83^2 + 83 + 1) | No | |
| 0 | 2.000000 | 0 | 0 (0) | No |
These are the training products that have the "INSULATED" tag (processing sequence 6246). 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 |
|---|---|---|---|---|---|---|---|
| 22100 | Goose Down Vest | 3499696 | none | 3409972 | none | ||
| 12413 | Insulated Goatskin Driver Glove | 89724 | none | 0 | none | ||
| 30567 | KEEP CUP - HELIX KIT MIXED - 12/18OZ , 355/532ML - BLACK | 0 | COFFEE CUP, THERMAL | -89724 | none |