Fold 1 - Understanding why coefficient -3892473 was selected
Tag: INSULATED
Selected Coefficient: -3892473
Taxonomy Path: -22.2.67.6
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? |
|---|---|---|---|---|---|
| -3892473 | 2.000000 | -22.2.67.6 | -6.67.2.22 (-(6*83^3 + 67*83^2 + 2*83 + 22)) | Yes | |
| 27058 | 2.000000 | 0.77.3 | 3.77.0 (3*83^2 + 77*83) | No | |
| 10397209 | 2.000000 | 48.20.15.18 | 18.15.20.48 (18*83^3 + 15*83^2 + 20*83 + 48) | No |
These are the training products that have the "INSULATED" tag (processing sequence 6230). 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 | 10397209 | THERMAL, SCHOOL | 14289682 | REUSABLE | ||
| 12413 | Insulated Goatskin Driver Glove | 27058 | DRIVER | 3919531 | none | ||
| 27235 | RAINS Padded Nylon Bucket Hat | -3892473 | NYLON | 0 | HATS, ALL WOMEN CLOTHING |