Fold 4 - Understanding why coefficient 158531 was selected
Tag: QAYSAA RAYA
Selected Coefficient: 158531
Taxonomy Path: 1.1.23
Taxonomy Name:
Products with this tag: 4
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? |
|---|---|---|---|---|---|
| 158531 | 0.000290 | 1.1.23 | 23.1.1 (23*83^2 + 83 + 1) | Yes | |
| 75863 | 0.000435 | 1.1.11 | 11.1.1 (11*83^2 + 83 + 1) | No | |
| 4092150 | 0.000435 | 1.1.13.7 | 7.13.1.1 (7*83^3 + 13*83^2 + 83 + 1) | No |
These are the training products that have the "QAYSAA RAYA" tag (processing sequence 4870). 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 |
|---|---|---|---|---|---|---|---|
| 29764 | Shirt Boy (Black) | 4092150 | none | 3933619 | none | ||
| 9162 | Baju Melayu Men (Black) | 158531 | none | 0 | none | ||
| 9196 | Damai Girl (Moss Green) | 158531 | none | 0 | none | ||
| 9198 | Embun Girl (Black) | 75863 | none | -82668 | none |