Fold 4 - Understanding why coefficient 1159573 was selected
Tag: LONG SLEEVE
Selected Coefficient: 1159573
Taxonomy Path: 1.2.17.3
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? |
|---|---|---|---|---|---|
| 1159573 | 1.000003 | 1.2.17.3 | 3.17.2.1 (3*71^3 + 17*71^2 + 2*71 + 1) | Yes | |
| 4380772 | 1.000003 | 1.2.17.12 | 12.17.2.1 (12*71^3 + 17*71^2 + 2*71 + 1) | No | |
| 3937021 | 2.000000 | 0.0.0.11 | 11.0.0.0 (11*71^3) | No |
These are the training products that have the "LONG SLEEVE" tag (processing sequence 949). 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 |
|---|---|---|---|---|---|---|---|
| 824 | Astoria | 4380772 | CASUAL, BEST SELLER, EASY, FLATTERING | 3221199 | none | ||
| 920 | Felize | 3937021 | CASUAL, EASY, FLATTERING | 2777448 | none | ||
| 1025 | Naya | 1159573 | CASUAL, BEST SELLER, EASY, FLATTERING | 0 | none |