Fold 4 - Understanding why coefficient -7988007 was selected
Tag: WEDGES & HEELS
Selected Coefficient: -7988007
Taxonomy Path: -1.73.15.16
Taxonomy Name:
Products with this tag: 5
Unique residual values tried: 5
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? |
|---|---|---|---|---|---|
| -7988007 | 3.012658 | -1.73.15.16 | -16.15.73.1 (-(16*79^3 + 15*79^2 + 73*79 + 1)) | Yes | |
| -4025525 | 3.012658 | -1.1.13.8 | -8.13.1.1 (-(8*79^3 + 13*79^2 + 79 + 1)) | No | |
| -3962482 | 3.012658 | -0.72.2.8 | -8.2.72.0 (-(8*79^3 + 2*79^2 + 72*79)) | No | |
| 0 | 3.012658 | 0 | 0 (0) | No | |
| 63043 | 4.000000 | 1.8.10 | 10.8.1 (10*79^2 + 8*79 + 1) | Apparel & Accessories > Shoes > Heels | No |
These are the training products that have the "WEDGES & HEELS" tag (processing sequence 3062). 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 |
|---|---|---|---|---|---|---|---|
| 9757 | Clue Gold Wedge | 63043 | Apparel & Accessories > Shoes > Heels | none | 8051050 | none | |
| 9554 | Banques Bone Sandal Wedge | 0 | SANDALS | 7988007 | none | ||
| 9756 | Morgen Wedge Light Pink | -3962482 | 2023LAUNCH | 4025525 | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | none | |
| 9724 | Magic White Sandal | -4025525 | SANDALS, 2023LAUNCH | 3962482 | none | ||
| 9743 | Morgen Wedge White | -7988007 | WHITE, 2023LAUNCH | 0 | none |