Fold 0 - Understanding why coefficient -2863288 was selected
Tag: FLORAL PATTERNS
Selected Coefficient: -2863288
Taxonomy Path: -0.0.0.8
Taxonomy Name:
Products with this tag: 5
Unique residual values tried: 5
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? |
|---|---|---|---|---|---|
| -2863288 | 1.000400 | -0.0.0.8 | -8.0.0.0 (-(8*71^3)) | Yes | |
| 0 | 1.000400 | 0 | 0 (0) | No | |
| -3211117 | 1.000595 | -0.0.69.8 | -8.69.0.0 (-(8*71^3 + 69*71^2)) | No | |
| -2908657 | 1.000595 | -0.0.9.8 | -8.9.0.0 (-(8*71^3 + 9*71^2)) | No | |
| 3997585 | 4.000000 | 1.1.12.11 | 11.12.1.1 (11*71^3 + 12*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Pants > Trousers | No |
These are the training products that have the "FLORAL PATTERNS" tag (processing sequence 1200). 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 |
|---|---|---|---|---|---|---|---|
| 919 | Fatou | 3997585 | Apparel & Accessories > Clothing > Pants > Trousers | none | 6860873 | none | |
| 861 | Corrine Multi | 0 | FLORAL DRESSES | 2863288 | none | ||
| 925 | Flor | -2863288 | CAMI NYC | 0 | none | ||
| 1046 | Rania | -2908657 | GREEN | -45369 | none | ||
| 1028 | Nori | -3211117 | CAMI NYC | -347829 | none |