Fold 4 - Understanding why coefficient 3520363 was selected
Tag: TURTLENECK
Selected Coefficient: 3520363
Taxonomy Path: 1.1.13.6
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? |
|---|---|---|---|---|---|
| 3520363 | 2.000002 | 1.1.13.6 | 6.13.1.1 (6*83^3 + 13*83^2 + 83 + 1) | Yes | |
| 4092150 | 2.000002 | 1.1.13.7 | 7.13.1.1 (7*83^3 + 13*83^2 + 83 + 1) | No | |
| -92608827 | 2.000145 | -0.0.80.78.1 | -1.78.80.0.0 (-(47458321 + 78*83^3 + 80*83^2)) | No | |
| -571787 | 2.000145 | -0.0.0.1 | -1.0.0.0 (-(571787)) | No |
These are the training products that have the "TURTLENECK" tag (processing sequence 4921). 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 |
|---|---|---|---|---|---|---|---|
| 27137 | MA Turtleneck Mesh Top | 4092150 | none | 571787 | ALL WOMEN CLOTHING | ||
| 11834 | Donnie Turtleneck Sweater | 3520363 | LONG-SLEEVE | 0 | COTTON-BLEND, SIZE-3X-LARGE, DAVID-EDWARDS, SIZE-X-LARGE | ||
| 27924 | T-Neck Textured | -571787 | TEE | -4092150 | REG NOT PREG, NON-MATERNITY | ||
| 11845 | Donnie Turtleneck Sweater | -92608827 | SIZE-2X-LARGE, LONG-SLEEVE | -96129190 | COTTON-BLEND, SIZE-3X-LARGE, DAVID-EDWARDS, SIZE-X-LARGE |