Fold 3 - Understanding why coefficient 1143574 was selected
Tag: COZY
Selected Coefficient: 1143574
Taxonomy Path: 0.0.0.2
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? |
|---|---|---|---|---|---|
| 1143574 | 2.000002 | 0.0.0.2 | 2.0.0.0 (2*83^3) | Yes | |
| 89770559 | 2.000002 | 0.0.0.74.1 | 1.74.0.0.0 (47458321 + 74*83^3) | No | |
| -6951085 | 3.000000 | -1.1.13.12 | -12.13.1.1 (-(12*83^3 + 13*83^2 + 83 + 1)) | No | |
| 8659557 | 3.000000 | 1.1.12.15 | 15.12.1.1 (15*83^3 + 12*83^2 + 83 + 1) | No |
These are the training products that have the "COZY" tag (processing sequence 6705). 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 |
|---|---|---|---|---|---|---|---|
| 27928 | Dell Cardi | 89770559 | SWEATER, CARDIGAN | 88626985 | none | ||
| 1479 | Black Gumball Star Bra | 8659557 | SPORTS BRA, ATHLETIC, HIKING, GAZZY BY GAZZO | 7515983 | none | ||
| 27931 | Remmi Cashmere V-Neck | 1143574 | NURSING TOP | 0 | none | ||
| 27890 | Claire Jumpsuit | -6951085 | JUMPSUITS, SWEATER | -8094659 | none |