Fold 4 - Understanding why coefficient 12063566 was selected
Tag: 16X20
Selected Coefficient: 12063566
Taxonomy Path: 14.11.8.21
Taxonomy Name:
Products with this tag: 7
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? |
|---|---|---|---|---|---|
| 12063566 | 1.000145 | 14.11.8.21 | 21.8.11.14 (21*83^3 + 8*83^2 + 11*83 + 14) | Yes | |
| 98988968 | 1.000726 | 14.11.10.7.2 | 2.7.10.11.14 (2*83^4 + 7*83^3 + 10*83^2 + 11*83 + 14) | No | |
| 0 | 6.000000 | 0 | 0 (0) | No |
These are the training products that have the "16X20" tag (processing sequence 3128). 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 |
|---|---|---|---|---|---|---|---|
| 19690 | CB-16X20-GREY | 98988968 | none | 86925402 | none | ||
| 19688 | CB-16X20-GREEN | 12063566 | none | 0 | none | ||
| 19689 | CB-16X20-GREEN | 12063566 | none | 0 | none | ||
| 19691 | CB-16x20-Grey | 12063566 | none | 0 | none | ||
| 19692 | CB-16X20-PURPL | 12063566 | none | 0 | none | ||
| 19693 | CB-16X20-TURQ | 12063566 | none | 0 | none | ||
| 19685 | CB-16X20-EXOTIC | 0 | EXOTIC | -12063566 | none |