Fold 0 - Understanding why coefficient 226542540 was selected
Tag: COATS-JACKETS
Selected Coefficient: 226542540
Taxonomy Path: 0.0.68.64.8
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? |
|---|---|---|---|---|---|
| 226542540 | 0.000201 | 0.0.68.64.8 | 8.64.68.0.0 (8*71^4 + 64*71^3 + 68*71^2) | Yes | |
| 404424307 | 0.000201 | 0.0.68.64.15 | 15.64.68.0.0 (15*71^4 + 64*71^3 + 68*71^2) | No | |
| -730945 | 0.000204 | -0.0.3.2 | -2.3.0.0 (-(2*71^3 + 3*71^2)) | No | |
| 46508266 | 0.000595 | 0.0.67.58.1 | 1.58.67.0.0 (25411681 + 58*71^3 + 67*71^2) | No |
These are the training products that have the "COATS-JACKETS" tag (processing sequence 899). 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 |
|---|---|---|---|---|---|---|---|
| 8646 | Nemen Tats Zipped Parachute Over Shirt - Green | 404424307 | CLOTHING-SIZE-XL | 177881767 | none | ||
| 8935 | Moose Knuckles Mens Eco Jacket Grayton - Black | 226542540 | BLACK | 0 | MOOSE-KNUCKLES | ||
| 8715 | Dsquared2 Classic Bomber Jacket - Black | 46508266 | BLACK, CLOTHING-SIZE-48 | -180034274 | none | ||
| 8934 | Moose Knuckles Mens Down Vest Air Down - Black | -730945 | BLACK | -227273485 | MOOSE-KNUCKLES |