Fold 2 - Understanding why coefficient 27058 was selected
Tag: INSULATED
Selected Coefficient: 27058
Taxonomy Path: 0.77.3
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? |
|---|---|---|---|---|---|
| 27058 | 2.012048 | 0.77.3 | 3.77.0 (3*83^2 + 77*83) | Yes | |
| 2287148 | 2.012048 | 0.0.0.4 | 4.0.0.0 (4*83^3) | No | |
| 3499696 | 3.000000 | 1.1.10.6 | 6.10.1.1 (6*83^3 + 10*83^2 + 83 + 1) | No | |
| 4085958 | 3.000000 | 34.9.12.7 | 7.12.9.34 (7*83^3 + 12*83^2 + 9*83 + 34) | No |
These are the training products that have the "INSULATED" tag (processing sequence 6715). 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 | 4085958 | COFFEE CUP, THERMAL, SCHOOL | 4058900 | REUSABLE | ||
| 22100 | Goose Down Vest | 3499696 | none | 3472638 | none | ||
| 27235 | RAINS Padded Nylon Bucket Hat | 2287148 | HATS | 2260090 | none | ||
| 12413 | Insulated Goatskin Driver Glove | 27058 | DRIVER | 0 | none |