Fold 4 - Understanding why coefficient -545301134 was selected
Tag: BRIDAL
Selected Coefficient: -545301134
Taxonomy Path: -0.0.0.0.14
Taxonomy Name:
Products with this tag: 3
Unique residual values tried: 3
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? |
|---|---|---|---|---|---|
| -545301134 | 1.000000 | -0.0.0.0.14 | -14.0.0.0.0 (-(14*79^4)) | Yes | |
| 0 | 1.000000 | 0 | 0 (0) | No | |
| 1129701 | 2.000000 | 1.1.23.2 | 2.23.1.1 (2*79^3 + 23*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Traditional & Ceremonial Clothing > Saris & Lehengas | No |
These are the training products that have the "BRIDAL" tag (processing sequence 3697). 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 |
|---|---|---|---|---|---|---|---|
| 14497 | Siara | 1129701 | Apparel & Accessories > Clothing > Traditional & Ceremonial Clothing > Saris & Lehengas | none | 546430835 | none | |
| 10197 | VIP Jewellery Design Experience! | 0 | ENGAGEMENT RINGS | 545301134 | none | ||
| 9822 | ALC Cake Server Set | -545301134 | CLASSIC | 0 | none |