Fold 0 - Understanding why coefficient 179281 was selected
Tag: CLOTHES
Selected Coefficient: 179281
Taxonomy Path: 1.2.26
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? |
|---|---|---|---|---|---|
| 179281 | 1.012048 | 1.2.26 | 26.2.1 (26*83^2 + 2*83 + 1) | Yes | |
| 2383678 | 1.012048 | 1.1.14.4 | 4.14.1.1 (4*83^3 + 14*83^2 + 83 + 1) | No | |
| -3520363 | 2.000000 | -1.1.13.6 | -6.13.1.1 (-(6*83^3 + 13*83^2 + 83 + 1)) | No |
These are the training products that have the "CLOTHES" tag (processing sequence 6170). 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 |
|---|---|---|---|---|---|---|---|
| 11122 | Women's Short | 2383678 | none | 2204397 | none | ||
| 1897 | Women's Unicorn Print Infinity Scarf | 179281 | none | 0 | none | ||
| 23390 | Tiered Mabel Dress | Flowering Gum | -3520363 | SS24 | -3699644 | none |