Fold 4 - Understanding why coefficient 1778455 was selected
Tag: PENDANT LIGHT
Selected Coefficient: 1778455
Taxonomy Path: 14.13.9.3
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? |
|---|---|---|---|---|---|
| 1778455 | 0.000003 | 14.13.9.3 | 3.9.13.14 (3*83^3 + 9*83^2 + 13*83 + 14) | Yes | |
| 1206668 | 0.000005 | 14.13.9.2 | 2.9.13.14 (2*83^3 + 9*83^2 + 13*83 + 14) | No | |
| 2922029 | 0.000005 | 14.13.9.5 | 5.9.13.14 (5*83^3 + 9*83^2 + 13*83 + 14) | No |
These are the training products that have the "PENDANT LIGHT" tag (processing sequence 4856). 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 |
|---|---|---|---|---|---|---|---|
| 19085 | Kudu Paper Lightshade - Natural | 2922029 | none | 1143574 | none | ||
| 9572 | Golden Brass Crystal Chandelier For Light Luxury Villa | 1778455 | none | 0 | none | ||
| 9578 | Luxurious Glitzy Opulent Round Ring Chandelier | 1778455 | none | 0 | none | ||
| 2716 | Large Tube Pendant Light - Rose Gold | 1206668 | none | -571787 | none |