Fold 0 - Understanding why coefficient -8094659 was selected
Tag: TURTLENECK
Selected Coefficient: -8094659
Taxonomy Path: -1.1.13.14
Taxonomy Name:
Products with this tag: 4
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? |
|---|---|---|---|---|---|
| -8094659 | 2.000000 | -1.1.13.14 | -14.13.1.1 (-(14*83^3 + 13*83^2 + 83 + 1)) | Yes | |
| -544147 | 2.000145 | -82.81.78 | -78.81.82 (-(78*83^2 + 81*83 + 82)) | No | |
| 4092150 | 2.000145 | 1.1.13.7 | 7.13.1.1 (7*83^3 + 13*83^2 + 83 + 1) | No |
These are the training products that have the "TURTLENECK" tag (processing sequence 4912). 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 | 12186809 | none | ||
| 27924 | T-Neck Textured | -544147 | TEE, MATERNITY SHOOT | 7550512 | none | ||
| 11834 | Donnie Turtleneck Sweater | -8094659 | SIZE-3X-LARGE, LONG-SLEEVE | 0 | none | ||
| 11845 | Donnie Turtleneck Sweater | -8094659 | SIZE-3X-LARGE, LONG-SLEEVE | 0 | none |