Fold 0 - Understanding why coefficient 6895474 was selected
Tag: EASY
Selected Coefficient: 6895474
Taxonomy Path: 0.78.4.12
Taxonomy Name:
Products with this tag: 7
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? |
|---|---|---|---|---|---|
| 6895474 | 1.024098 | 0.78.4.12 | 12.4.78.0 (12*83^3 + 4*83^2 + 78*83) | Yes | |
| 1749391 | 1.024102 | 0.78.4.3 | 3.4.78.0 (3*83^3 + 4*83^2 + 78*83) | No | |
| 0 | 1.048193 | 0 | 0 (0) | No | |
| 69555 | 6.000000 | 1.8.10 | 10.8.1 (10*83^2 + 8*83 + 1) | No |
These are the training products that have the "EASY" tag (processing sequence 5356). 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 |
|---|---|---|---|---|---|---|---|
| 920 | Felize | 6895474 | LAYERING | 0 | TOPS, ATTIRE | ||
| 857 | Clarkson | 6895474 | LAYERING | 0 | TOPS | ||
| 1023 | Moss Stripe Crew | 6895474 | LAYERING | 0 | TOPS, ATTIRE | ||
| 1025 | Naya | 1749391 | LAYERING | -5146083 | TOPS | ||
| 918 | Facts | 69555 | none | -6825919 | none | ||
| 828 | Augusta Crinkle | 0 | SWIMSUIT | -6895474 | FUN | ||
| 1013 | Modern Knit Mini Dress | 0 | CUTE DRESSES | -6895474 | ATTIRE |