Fold 4 - Understanding why coefficient 2034905 was selected
Tag: REAL GIANT CLAMSHELL
Selected Coefficient: 2034905
Taxonomy Path: 23.4.10.4
Taxonomy Name:
Products with this tag: 4
Unique residual values tried: 2
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? |
|---|---|---|---|---|---|
| 2034905 | 0.000160 | 23.4.10.4 | 4.10.4.23 (4*79^3 + 10*79^2 + 4*79 + 23) | Yes | |
| 2808789 | 0.000481 | 23.4.55.5 | 5.55.4.23 (5*79^3 + 55*79^2 + 4*79 + 23) | No |
These are the training products that have the "REAL GIANT CLAMSHELL" tag (processing sequence 2411). 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 |
|---|---|---|---|---|---|---|---|
| 10993 | Real Clamshell Double 9 CM | 2808789 | WHITE, DINING ROOM | 773884 | none | ||
| 10983 | Real Clamshell Double 15 CM | 2034905 | WHITE, DINING ROOM | 0 | none | ||
| 10984 | Real Clamshell Double 11 CM B | 2034905 | WHITE, DINING ROOM | 0 | none | ||
| 10994 | Real Clamshell Double 18 CM | 2034905 | WHITE, DINING ROOM | 0 | none |