Fold 3 - Understanding why coefficient -3451273 was selected
Tag: MARBLE
Selected Coefficient: -3451273
Taxonomy Path: -0.0.0.7
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? |
|---|---|---|---|---|---|
| -3451273 | 0.000162 | -0.0.0.7 | -7.0.0.0 (-(7*79^3)) | Yes | |
| 0 | 0.000162 | 0 | 0 (0) | No | |
| 1472876 | 0.000320 | 0.0.78.2 | 2.78.0.0 (2*79^3 + 78*79^2) | No |
These are the training products that have the "MARBLE" tag (processing sequence 1989). 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 |
|---|---|---|---|---|---|---|---|
| 2336 | Marble White Slim Jeans | 1472876 | FITS SIZE 16, FITS SIZE 18 | 4924149 | TROUSERS | ||
| 2334 | Marble Tie Sleeve Top | 0 | FITS SIZE 16, FITS SIZE 18 | 3451273 | SALE | ||
| 2335 | Marble Twist Front Top | -3451273 | FITS SIZE 16 | 0 | none |