Fold 1 - Understanding why coefficient -2810796 was selected
Tag: NO-SWATCH
Selected Coefficient: -2810796
Taxonomy Path: -1.1.76.4
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? |
|---|---|---|---|---|---|
| -2810796 | 2.000002 | -1.1.76.4 | -4.76.1.1 (-(4*83^3 + 76*83^2 + 83 + 1)) | Yes | |
| -2239009 | 2.000002 | -1.1.76.3 | -3.76.1.1 (-(3*83^3 + 76*83^2 + 83 + 1)) | No | |
| 8094659 | 3.000000 | 1.1.13.14 | 14.13.1.1 (14*83^3 + 13*83^2 + 83 + 1) | No | |
| 48608953 | 3.000000 | 3.2.1.2.1 | 1.2.1.2.3 (47458321 + 2*83^3 + 6889 + 2*83 + 3) | No |
These are the training products that have the "NO-SWATCH" tag (processing sequence 6738). 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 |
|---|---|---|---|---|---|---|---|
| 32235 | Coast-Fest Sticker Pack | 48608953 | none | 51419749 | none | ||
| 32238 | Coexist Box Logo Crewneck | 8094659 | none | 10905455 | none | ||
| 32236 | Coast-Fest Tank | -2239009 | SHIRT | 571787 | none | ||
| 32234 | Coast-Fest Sponsor Tee | -2810796 | SHIRT | 0 | none |