Fold 1 - Understanding why coefficient 50979 was selected
Tag: WEDGES & HEELS
Selected Coefficient: 50979
Taxonomy Path: 1.8.10
Taxonomy Name: Apparel & Accessories > Shoes > Heels
Products with this tag: 5
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? |
|---|---|---|---|---|---|
| 50979 | 3.000000 | 1.8.10 | 10.8.1 (10*71^2 + 8*71 + 1) | Apparel & Accessories > Shoes > Heels | Yes |
| -2877914 | 3.014085 | -0.64.2.8 | -8.2.64.0 (-(8*71^3 + 2*71^2 + 64*71)) | No | |
| 0 | 3.014085 | 0 | 0 (0) | No | |
| -5806807 | 4.000000 | -1.65.15.16 | -16.15.65.1 (-(16*71^3 + 15*71^2 + 65*71 + 1)) | No |
These are the training products that have the "WEDGES & HEELS" tag (processing sequence 2384). 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 | 50979 | Apparel & Accessories > Shoes > Heels | none | 0 | none | |
| 9767 | Clue Nude Wedge | 50979 | Apparel & Accessories > Shoes > Heels | none | 0 | none | |
| 9554 | Banques Bone Sandal Wedge | 0 | SANDALS | -50979 | none | ||
| 9756 | Morgen Wedge Light Pink | -2877914 | 2023LAUNCH | -2928893 | none | ||
| 9743 | Morgen Wedge White | -5806807 | WHITE, 2023LAUNCH | -5857786 | none |