Fold 0 - Understanding why coefficient -2913201 was selected
Tag: SUEDE
Selected Coefficient: -2913201
Taxonomy Path: -0.64.9.8
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? |
|---|---|---|---|---|---|
| -2913201 | 2.000198 | -0.64.9.8 | -8.9.64.0 (-(8*71^3 + 9*71^2 + 64*71)) | Yes | |
| -2898078 | 2.000198 | -0.64.6.8 | -8.6.64.0 (-(8*71^3 + 6*71^2 + 64*71)) | No | |
| 30815 | 2.000198 | 1.8.6 | 6.8.1 (6*71^2 + 8*71 + 1) | Apparel & Accessories > Shoes > Sandals | No |
| 50979 | 2.000198 | 1.8.10 | 10.8.1 (10*71^2 + 8*71 + 1) | Apparel & Accessories > Shoes > Heels | No |
These are the training products that have the "SUEDE" tag (processing sequence 52). 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 |
|---|---|---|---|---|---|---|---|
| 918 | Facts | 50979 | Apparel & Accessories > Shoes > Heels | none | 2964180 | RETRO | |
| 9502 | PAROS: TAN SUEDE STUDDED SANDALS - PRE-ORDER (DISPATCH W/C 20TH MARCH) | 30815 | Apparel & Accessories > Shoes > Sandals | none | 2944016 | FOOTBED SANDALS | |
| 9501 | PAROS: BLACK SUEDE STUDDED SANDALS - PRE-ORDER (DISPATCH W/C 20TH MARCH) | -2898078 | BLACK | 15123 | FOOTBED SANDALS | ||
| 9535 | DEMI: KHAKI SUEDE OVER THE KNEE BOOT | -2913201 | GREEN | 0 | none |